DEMO Publications and Technical Reports
[Mailing List]
Year Index
2017 2016 2014 2013 2012 2011 2010 2008 2007 2006 2005 2004 2003 2002 2001 2000 1999 1998 1997 1996 1995 1994 1993 1992 1991 1990 1989 1987
-
Lowell, J. H. and
Pollack, J. B.
(2017).
The effects of environmental structure on the evolution of modularity in a pattern classifier.
Proceedings of European Conference on Artificial Life, Lyon France, 267-274.
-
Moran, N. E. and
Pollack, J. B.
(2017).
Effects of Cooperative and Competitive Coevolution on Complexity in a Linguistic Prediction Game.
Proceedings of European Conference on Artificial Life, Lyon France, 298-305.
-
Lowell, J. H. and
Pollack, J. B.
(2016).
Developmental Encodings Promote the Emergence of Hierarchical Modularity.
Proceedings of Artificial Life Conference, Cancun Mx, 344-351.
-
Moran, N. E. and
Pollack, J. B.
(2016).
Route Assignment for Autonomous Vehicles.
10th Conference on Swarm Intelligence, Brussels Belgium 265-272.
-
Lowell, J. H. and
Pollack, J. B
(2014).
The Effect of Connection Cost on Modularity in Evolved Neural Networks.
Proceedings of Artificial Life 2014.
-
Lowell, J. H.,
Harrington, K. I. and
Pollack, J. B.
(2014).
The Resilience of a Swarm Ecosystem Under Environmental Variation.
Proceedings of Artificial Life 2014.
-
Harrington, K.,
Awa, E.,
Cussat-Blanc, S. and
Pollack, J.
(2013).
Robot Coverage Control by Evolved Neuromodulation.
Proceedings of the International Joint Conference on Neural Networks, pp.543-550.
-
Harrington, K. I.,
Spector, L.,
Pollack, J. B. and
O'Reilly, U.M.
(2012).
Autoconstructive Evolution for Structural Problems.
Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion , pp.75-82.
-
Harrington, K. I.,
Olsen, M. and
Siegelmann, H.
(2012).
Computational Neuroecology of Communicated Somatic Markers.
Proceedings of Artificial Life XIII, pp.555-556.
-
Harrington, K. I.,
Ozisik, A. P. and
Pollack, J.
(2012).
The Effects of Finite Populations and Selection on the Emergence of Signaling.
Proceedings of Artificial Life XIII, pp.194-201.
-
Ozisik, A. P. and
Harrington, K. I.
(2012).
The Effect of Tags on the Evolution of Honest Signaling.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, pp.345-352.
-
Spector, L.,
Harrington, K. and
Helmuth, T.
(2012).
Tag-based Modularity in Tree-based Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference, pp.815-822.
-
Harrington, K.,
Olsen, M. and
Siegelmann, H.
(2011).
Communicated Somatic Markers Benefit the Individual and the Species.
Proceedings of the International Joint Conference on Neural Networks, pp.3272-3278.
-
Harrington, K.,
Tosch, E.,
Spector, L. and
Pollack, J.
(2011).
Compositional Autoconstructive Dynamics.
Unifying Themes in Complex Systems Volume VIII: Proceedings of the Eighth International Conference on Complex Systems, pp.856-870.
-
Harrington, K. and
Pollack, J.
(2011).
Zipper-based Meta-Genetic Programming.
Technical Report Brandeis University CS-11-275.
-
Olsen, M.,
Harrington, K. and
Siegelmann, H.
(2011).
Computational Emotions in a Population Dynamics Cellular Automata Encourage Collective Behavior.
Unifying Themes in Complex Systems Volume VIII: Proceedings of the Eighth International Conference on Complex Systems, pp.196-210.
-
Shang, Y.,
Haynes, P.,
Pírez, N.,
Harrington, K.,
Guo, F.,
Pollack, J.,
Hong, P.,
Griffith, L. and
Rosbash, M.
(2011).
Imaging analysis of clock neurons: light buffers the wake-promoting effect of dopamine.
Nature Neuroscience 7(14), pp.889-895.
-
Spector, L.,
Helmuth, T. and
Harrington, K.
(2011).
Fecundity and Selectivity in Evolutionary Computation.
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation, pp.
-
Spector, L.,
Martin, B.,
Harrington, K. and
Helmuth, T.
(2011).
Tag-Based Modules in Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference, pp.
-
Spector, L.,
Harrington, K.,
Martin, B. and
Helmuth, T.
(2011).
What's in an Evolved Name? The Evolution of Modularity via Tag-Based Reference.
Genetic Programming Theory and Practice IX, pp.1-16.
-
Harrington, K. I. and
Pollack, J. B.
(2010).
Robot Phylogenetics.
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation, pp.2077-2078.
-
Heymann, M.,
Harrington, K. I.,
Pollack, J. and
Fraden, S.
(2010).
En route to signal inversion in chemical computing.
Proceedings of Artificial Life XII, pp.166-167.
-
Olsen, M.,
Harrington, K. and
Siegelmann, H.
(2010).
Conspecific Emotional Cooperation Biases Population Dynamics: A Cellular Automata Approach.
International Journal of Natural Computing Research 3(1), pp.51-65.
-
Bader-Natal, A.
(2008).
The Teacher's Dilemma: A game-based approach for motivating appropriate challenge among peers.
PhD dissertation, Michtom School of Computer Science, Brandeis University.
-
De Jong, E.D. and
Bucci, A.
(2008).
Objective Set Compression: Test-based Problems and Multi-objective Optimization.
Chapter in Multi-Objective Problem Solving from Nature: From Concepts to Applications. Joshua Knowles et al. (editors). Springer-Verlag.
-
Bader-Natal, A. and
Pollack, J.B.
(2007).
Assessing Learning in a Peer-Driven Tutoring System.
Proceedings of the 13th International Conference on Artificial Intelligence in Education, IOS Press, 2007.
-
Bader-Natal, A. and
Pollack, J.B.
(2007).
Evaluating Problem Difficulty Rankings Using Sparse Student Response Data.
Supplementary Proceedings of the 13th International Conference on Artificial Intelligence in Education, IOS Press, 2007.
-
Bucci, A.
(2007).
Emergent Geometric Organization and Informative Dimensions in Coevolutionary Algorithms.
PhD dissertation, Michtom School of Computer Science, Brandeis University.
-
Bucci, A. and
Pollack, J.B.
(2007).
Thoughts on Solution Concepts.
Proceedings of the 2007 Genetic and Evolutionary Computation Conference.
Dirk Thierens et al. (editors). ACM Press, New York, NY.
-
Ficici, S.G. and
Bucci, A.
(2007).
Advanced Tutorial on Coevolution.
Presented at the 2007 Genetic and Evolutionary Computation Conference, London, UK.
-
Viswanathan, S.
(2007).
The secondary substrate problem in Co-Evolution and Developmental-Evolution.
PhD Dissertation, Brandeis University, May 2007
.
-
Bader-Natal, A. and
Pollack, J.B.
(2006).
BEEweb: A Multi-Domain Platform for Reciprocal Peer-Driven Tutoring Systems.
Proceedings of the 8th International Conference on Intelligent Tutoring Systems, Springer, 2006.
-
Burjorjee, K. and
Pollack, J.B,
(2006).
A General Coarse-Graining Framework for Studying Simultaneous Inter-Population Constraints Induced by Evolutionary Operations.
Proceedings of the 2006 Genetic and Evolutionary Computation Conference, ACM Press, 2006.
-
De Jong, E.D. and
Bucci, A.
(2006).
DECA: Dimension Extracting Coevolutionary Algorithm.
Proceedings of the 2006 Genetic and Evolutionary Computation Conference,
ACM Press, 2006.
-
Ficici, S.G. and
Bucci, A.
(2006).
Introductory Tutorial on Coevolution.
Presented at the 2006 Genetic and Evolutionary Computation Conference, Seattle, WA, USA.
-
Pollack, J.
(2006).
Mindless Intelligence.
IEEE Trans. on Intelligent Systems, 21, 3, 50-56.
-
Rieffel, J. and
Pollack, J.
(2006).
An Endosymbiotic Model for Modular Acquisition in Stochastic Developmental Systems.
Proceedings of the Tenth International Conference on the Simulation and Synthesis of Living Systems (ALIFE X).
-
Rieffel, J.
(2006).
Evolutionary Fabrication: The Co-Evolution of Form and Formation .
PhD Dissertation, Brandeis University, May 2006.
-
Bader-Natal, A. and
Pollack, J.B.
(2005).
Motivating Appropriate Challenges in a Reciprocal Tutoring System.
Proceedings of the 12th International Conference on Artificial Intelligence in Education, IOS Press, 2005.
-
Bader-Natal, A. and
Pollack, J.
(2005).
Towards Metrics and Visualizations Sensitive to Coevolutionary Failures.
AAAI Technical Report FS-05-03 Coevolutionary and Coadaptive Systems, AAAI Fall Symposium 2005, Washington D.C. .
-
Bucci, A. and
Pollack, J.B.
(2005).
On Identifying Global Optima in Cooperative Coevolution.
Proceedings of the 2005 Genetic and Evolutionary Computation Conference,
ACM Press, 2005.
-
Burjorjee, Keki
and
Pollack, Jordan
(2005).
Theme Preservation and the Evolution of Representation
.
Theory of Representation Workshop at the the 2005 Genetic and Evolutionary Computation Conference
.
-
Burjorjee, Keki
and
Pollack, Jordan
(2005).
Theme Preservation and the Evolution of Representation
.
2nd Indian International Conference on Artificial Intelligence (IICAI-05)
.
-
Ficici, Sevan G.,
Melnik, Ofer and
Pollack, Jordan B.
(2005).
A Game-Theoretic and Dynamical-Systems Analysis of Selection Methods in Coevolution.
IEEE Transactions on Evolutionary Computation 9(6), 580-602.
-
Ficici, Sevan G.
(2005).
Monotonic Solution Concepts in Coevolution.
Proc. 2005 Genetic and Evolutionary Computation Conference, H.-G. Beyer, et al (eds.).
ACM Press, 2005 pp. 499--506. (content identical to definitive ACM version.).
-
Rieffel, J. and
Pollack, J.
(2005).
Automated Assembly as Situated Development: Using Artificial Ontogenies to Evolve Buildable 3-D Objects .
Proceedings of the 2005 Genetic and Evolutionary Computation Conference .
-
Rieffel, J. and
Pollack, J.B.
(2005).
Crossing the Fabrication Gap: Evolving Assembly Plans to Build 3-D Objects.
2005 IEEE Congress on Evolutionary Computation.
-
Rieffel, J. and
Pollack, J.B.
(2005).
Evolutionary Fabrication: The Emergence of Novel Assembly Methods in Artificial Ontogenies .
SEEDS workshop, at the 2005 Genetic and Evolutionary Computation Conference.
-
Rieffel, J. and
Pollack, J.
(2005).
Evolving Assembly Plans for Fully Automated Design and Assembly.
Proceedings of the 2005 NASA/DoD Conference on Evolvable Hardware .
-
Viswanathan, S. and
Pollack, J.B.
(2005).
How Artificial Ontogenies can retard evolution.
SEEDS workshop, 2005 Genetic and Evolutionary Computation Conference
(GECCO 2005), ACM Press, 2005.
-
Viswanathan, S. and
Pollack, J.B.
(2005).
On the coevolutionary construction of learnable gradients.
Coevolutionary and Coadaptive Systems, AAAI Fall Symposium 2005,
Washington D.C.
-
Viswanathan, S. and
Pollack, J.B.
(2005).
On the robustness achievable with stochastic development processes
.
The 2005 NASA/DoD Conference on Evolvable Hardware, IEEE Press, 2005
.
-
Bader-Natal, A. and
Pollack, J.
(2004).
A Population-Differential Method of Monitoring Success and Failure in Coevolution.
Proceedings of the 2004 Genetic and Evolutionary Computation Conference, Springer Verlag, 2004.
-
Bucci, A.,
Pollack, J.B. and
De Jong, E.D.
(2004).
Automated Extraction of Problem Structure.
Proceedings of the 2004 Genetic and Evolutionary Computation Conference,
Springer Verlag, 2004.
-
Ficici, Sevan G.
(2004).
Solution Concepts in Coevolutionary Algorithms.
Ph.D Dissertation, Brandeis University, May 2004. (Computer Science Department Technical Report CS-03-243).
-
Ficici, Sevan G.,
Melnik, Ofer and
Pollack, Jordan B.
(2004).
Selection in Coevolutionary Algorithms and the Inverse Problem.
Collectives and the Design of Complex Systems, Kagan Tumer and David Wolpert (eds.).
Springer, 2004 pp. 277-294.
-
Rieffel, J. and
Pollack, J.
(2004).
Artificial Ontogenies for Real World Design and Assembly.
Ninth International Conference on the Simulation and Synthesis of Living Systems (ALIFE9) Workshop: Self-Organization and Development in Artificial and Natural Systems (SODANS) 2004.
-
Rieffel, J. and
Pollack, J.
(2004).
The Emergence of Ontogenic Scaffolding in a Stochastic Development Environment.
Proceedings of the 2004 Genetic and Evolutionary Computation Conference, Springer Verlag, 2004.
-
Viswanathan, S. and
Pollack, J.
(2004).
Towards an evolutionary-developmental approach for real-world substrates.
in Pollack et al., Proceedings of the ninth international conference on the
simulation and synthesis of living systems (Artificial Life IX), Boston, USA
(September 2004), pp. 45 - 50, MIT Press, 2004
.
-
Bucci, A. and
Pollack, J.B.
(2003).
Focusing versus Intransitivity: Geometrical Aspects of Co-evolution.
Proceedings of the 2003 Genetic and Evolutionary Computation Conference,
Springer Verlag, 2003.
-
De Jong, Edwin D. and
Pollack, Jordan B.
(2003).
Learning the Ideal Evaluation Function.
Proceedings of GECCO 2003, pp. 277-288.
-
Ficici, Sevan G. and
Pollack, Jordan B.
(2003).
A Game-Theoretic Memory Mechanism for Coevolution.
Proc. 2003 Genetic and Evolutionary Computation Conference, Cantú-Paz, et al (eds.).
Springer, 2003 pp. 286--297.
-
Hornby, Gregory S.
(2003).
Generative Representations for Evolutionary Design Automation.
Brandeis University Dept. of Computer Science, Ph.D. Dissertation.
-
Levy, Simon D. and
Pollack, Jordan B.
(2003).
Escape the Building-Block / Rule Dichotomy: A Case Study.
AAAI Spring Symposium on Computational Synthesis.
-
Bucci, A. and
Pollack, J.B.
(2002).
A Mathematical Framework for the Study of Coevolution (prepublication).
Foundations of Genetic Algorithms 7. Proceedings of FOGA VII,
Torremolinos Spain, 4-6 September 2002 (prepublication version -- to appear
spring 2003).
-
Bucci, A. and
Pollack, J.B.
(2002).
Order-theoretic Analysis of Coevolution Problems: Coevolutionary Statics.
2002 Genetic and Evolutionary Computation Conference Workshop: Understanding Coevolution.
-
De Jong, E.D. and
Oates, T.
(2002).
A Coevolutionary Approach to Representation Development .
Proceedings of the ICML-2002 Workshop on Development of Representations.
-
Hornby, Gregory S. and
Pollack, Jordan. B.
(2002).
Creating High-Level Components with a Generative Representation for Body-Brain Evolution.
Artificial Life, 8:3.
-
Levy, Simon D.
(2002).
Infinite RAAM: Initial Investigations into a Fractal Basis for Cognition.
Ph.D. Thesis, Brandeis University, July 2002.
-
Melnik, O.
(2002).
Decision Region Connectivity Analysis: A method for analyzing high-dimensional classifiers.
Machine Learning 48:(1/2/3) .
-
Melnik, O. and
Pollack, J.B.
(2002).
Theory and scope of exact representation extraction from feed-forward networks.
Cognitive Systems Research 3(2), previously Brandeis CS Tech Report CS-99-205, see also a Results Web Page.
-
Peshkin, L. and
De Jong, E.D.
(2002).
Context-based policy search: transfer of experience across problems.
Proceedings of the ICML-2002 Workshop on Development of Representations.
-
Watson, R.A.
(2002).
Compositional Evolution: Interdisciplinary Investigations in Evolvability, Modularity, and Symbiosis.
PhD Dissertation, Brandeis University, May 2002.
-
Watson, R.A.
and
Pollack, J.B.
(2002).
A Computational Model of Symbiotic Composition in Evolutionary Transitions (PREPRINT)
.
Biosystems, Special Issue on Evolvability, (preprint 2001 - to appear 2002)
.
-
Watson, Richard A.,
Ficici, Sevan G. and
Pollack, Jordan B.
(2002).
Embodied Evolution: Distributing an Evolutionary Algorithm in a Population of Robots.
Robotics and Autonomous Systems 39/1 (2002) 1-18.
-
De Jong, Edwin D.,
Watson, Richard A. and
Pollack, Jordan B.
(2001).
Reducing Bloat and Promoting Diversity using Multi-Objective Methods.
Proceedings of GECCO 2001.
-
De Jong, Edwin D. and
Pollack, Jordan B.
(2001).
Utilizing Bias to Evolve Recurrent Neural Networks.
Proceedings of IJCNN 2001.
-
Ficici, Sevan G. and
Pollack, Jordan B.
(2001).
Game Theory and the Simple Coevolutionary Algorithm: Some Preliminary Results on Fitness Sharing.
GECCO 2001 Workshop on Coevolution: Turning Adaptative Algorithms upon Themselves.
-
Ficici, Sevan G. and
Pollack, Jordan B.
(2001).
Pareto Optimality in Coevolutionary Learning.
Advances in Artificial Life: 6th European Conference (ECAL 2001)J. Kelemen, P. Sosik (eds.), Springer, 2001.
-
Funes, Pablo
(2001).
Evolution of Complexity in Real-World Domains.
Brandeis University Dept. of Computer Science PhD Dissertation.
-
Hornby, Gregory. S. and
Pollack, Jordan. B.
(2001).
Body-Brain Co-evolution Using L-systems as a Generative Encoding.
Genetic and Evolutionary Computation Conference.
-
Hornby, Gregory. S.,
Lipson, Hod and
Pollack, Jordan. B.
(2001).
Evolution of Generative Design Systems for Modular Physical Robots.
IEEE International Conference on Robotics and Automation.
-
Hornby, Gregory S. and
Pollack, Jordan. B.
(2001).
Evolving L-Systems To Generate Virtual Creatures.
Computers and Graphics, 25:6, pp 1041-1048.
-
Hornby, Gregory. S. and
Pollack, Jordan. B.
(2001).
The Advantages of Generative Grammatical Encodings for Physical Design.
Congress on Evolutionary Computation.
-
Levy, S. and
Pollack, J.
(2001).
Infinite RAAM: A Principled Connectionist Substrate for Cognitive Modeling.
ICCM2001, Lawrence Erlbaum Associates.
-
Levy, S. and
Pollack, J.B.
(2001).
Logical Computation on a Fractal Neural Substrate.
IJCNN 2001, IEEE press .
-
Noble, J.
and
Watson, R.A.
(2001).
Pareto coevolution: Using performance against coevolved opponents in a game as dimensions for Pareto selection
.
In Spector, L., Goodman, E., Wu, A., Langdon, W.B., Voigt, H.-M., Gen, M., Sen, S., Dorigo, M., Pezeshk, S., Garzon, M., & Burke, E. (Eds.), Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2001, pp. 493-500. Morgan Kauffman, San Francisco.
.
-
Pollack, Jordan B.,
Lipson, Hod,
Ficici, Sevan G.,
Funes, Pablo,
Hornby, Greg and
Watson, Richard A.
(2001).
.
"Evolutionary Techniques in Physical Robots," in Creative Evolutionary Systems, Peter J. Bently and David W. Corne (eds). Morgan-Kaufmann, 2001.
-
Pollack, Jordan. B.,
Lipson, Hod,
Hornby, Gregory S. and
Funes, Pablo
(2001).
Three Generations of Automatically Designed Robots.
Artificial Life, 7:3.
-
Watson, R.A. and
Pollack, J.B.
(2001).
Symbiotic Composition and Evolvability.
Advances in Artificial Life, 6th European Conference, (ECAL 2001) , Prague, Czech Republic, September 10-14, 2001, Proceedings.
Jozef Kelemen, Petr Sosik (Eds.): Lecture Notes in Computer Science 2159 Springer 2001, ISBN 3-540-42567-5. pp. 480-490.
-
Watson, R.A.
(2001).
Analysis of Recombinative Algorithms on a Non-Separable Building-Block Problem.
Foundations of Genetic Algorithms, Volume 6 , proceedings of FOGA VI, Charlottesville, VA, July 21-23, 2000, Edited by Worthy N. Martin and William M. Spears, Morgan Kaufmann.
-
Watson, R.A. and
Pollack, J.B.
(2001).
Coevolutionary Dynamics in a Minimal Substrate.
Proceedings of the 2001 Genetic and Evolutionary Computation Conference, Spector, L, et al (eds.), Morgan Kaufmann, 2001.
-
Ficici, Sevan G. and
Pollack, Jordan B.
(2000).
A Game-Theoretic Approach to the Simple Coevolutionary Algorithm.
Parallel Problem Solving from Nature VI, M. Schoenauer, et al, (eds.), Springer Verlag, 2000.
-
Ficici, Sevan G.,
Melnik, Ofer and
Pollack, Jordan B.
(2000).
A Game-Theoretic Investigation of Selection Methods Used in Evolutionary Algorithms.
Proceedings of the 2000 Congress on Evolutionary Computation, A. Zalzala, et al, (eds.), IEEE Press, 2000.
-
Ficici, Sevan G. and
Pollack, Jordan B.
(2000).
Effects of Finite Populations on Evolutionary Stable Strategies.
Proceedings of the 2000 Genetic and Evolutionary Computation Conference, L. Darrell Whitley (ed.), Morgan-Kaufmann, 2000.
-
Funes, Pablo,
Lapat, Louis and
Pollack, Jordan B.
(2000).
EvoCAD: Evolution-Assisted Design.
Artificial Intelligence in Design'00 (Poster Abstracts)
Key Centre of Design Computing and Cognition, University of Sidney.
pp 21-24.
-
Funes, Pablo and
Pollack, Jordan B.
(2000).
Measuring Progress in Coevolutionary Competition.
From Animals to Animats 6: Proceedings of the Sixth International
Conference on Simulation of Adaptive Behavior. Meyer, J. et. al
(eds.) MIT Press. Pp. 450-459.
-
Hornby, G.S.,
Takamura, S.,
Yokono, J.,
Hanagata, O.,
Fujita, M. and
Pollack, J.
(2000).
Evolution of Controllers from a High-Level Simulator to a High DOF Robot.
Miller, J. (ed) Evolvable Systems: from biology to hardware;
proceedings of the third international conference (ICES 2000).
Springer (Lecture Notes in Computer Science; Vol. 1801). pp. 80-89.
-
Hornby, G.S.,
Takamura, S.,
Yokono, J.,
Hanagata, O.,
Yamamoto, T. and
Fujita, M.
(2000).
Evolving Robust Gaits with AIBO.
IEEE International Conference on Robotics and Automation.
pp. 3040-3045.
-
Levy, S.,
Melnik, O. and
Pollack, J.B.
(2000).
Infinite RAAM: A Principled Connectionist Basis for Grammatical Competence.
COGSCII 2000, IEEE press .
-
Melnik, O.
(2000).
Representation of Information in Neural Networks.
PhD Dissertation, Brandeis University, October 2000.
-
Melnik, O. and
Pollack, J.B.
(2000).
Exact Representations from Feed-Forward Networks .
IJCNN 2000, IEEE press, shorter conference version of some of tech-report .
-
Melnik, O.,
Levy, S. and
Pollack, J.B.
(2000).
RAAM for Infinite Context-Free Languages.
IJCNN 2000, IEEE press .
-
Melnik, O. and
Pollack, J.B.
(2000).
Using Graphs to Analyze High-Dimensional Classifiers .
IJCNN 2000, IEEE press, Presented at Montreal Workshop on Selecting and Combining Models with Machine Learning Algorithms .
-
Pollack, J. B.,
Lipson. H., ,
Ficici, S.,
Funes, P.,
Hornby, G. and
Watson, R.
(2000).
Evolutionary Techniques in Physical Robotics.
Miller, J. (ed) Evolvable Systems: from biology to hardware;
proceedings of the third international conference (ICES 2000).
Springer (Lecture Notes in Computer Science; Vol. 1801). pp. 175-186.
-
Shipman, R.,
Shackleton, M.,
Ebner, M. and
Watson, R.A.
(2000).
Neutral Search Spaces for Artificial Evolution: A Lesson from Life.
Proceedings of Artificial Life VII, Bedau, M, McCaskill, J, Packard, N, Rasmussen, S (eds.), 2000.
-
Sklar, Elizabeth and
Pollack, Jordan
(2000).
A Framework for Enabling an Internet Learning Community.
Educational Technology & Society 3(3), Kinshuk, A. Patel and R. Oppermann (eds.).
-
Sklar, Elizabeth and
Pollack, Jordan
(2000).
An evolutionary approach to guiding students in an educational game.
In From Animals to Animats 6: Proceedings of the Sixth International Conference on Simulation of Adaptive Behavior. Meyer, J. et. al (eds.)
MIT Press.
-
Sklar, Elizabeth,
Johnson, Jeffrey and
Lund, Henrik Hautop
(2000).
Children Learning From Team Robotics: RoboCup Junior 2000.
Educational Research Report,
Department of Design and Innovation, Faculty of Technology,
The Open University, Milton Keynes, UK.
-
Watson, Richard A.,
Ficici, Sevan G. and
Pollack, Jordan B.
(2000).
Embodied Evolution: Distributing an Evolutionary Algorithm in a Population of Robots.
Technical Report CS-00-208.
-
Watson, R.A. ,
Reil, T. and
Pollack, J.B.
(2000).
Mutualism, Parasitism, and Evolutionary Adaptation.
Proceedings of Artificial Life VII, Bedau, M, McCaskill, J, Packard, N, Rasmussen, S (eds.), 2000.
-
Watson, R.A. and
Pollack, J.B.
(2000).
Recombination Without Respect: Schema Combination and Disruption in Genetic Algorithm Crossover.
Proceedings of the 2000 Genetic and Evolutionary Computation Conference, Whitley, D., et al (eds.), Morgan Kaufmann, 2000.
-
Watson, R.A. and
Pollack, J.B.
(2000).
Symbiotic Combination as an Alternative to Sexual Recombination in Genetic Algorithms.
Proceedings of Parallel Problem Solving from Nature (PPSNVI), Marc Schoenauer, Kalyanmoy Deb, Guenter Rudolph, Xin Yao, Evelyne Lutton, Juan Julian Merelo, Hans-Paul Schwefel (Eds)., 2000. Springer Verlag, Lecture Notes in Computer Science 1917 © Springer-Verlag.
-
Blair, Alan D. and
Sklar, Elizabeth
(1999).
Exploring evolutionary learning in a simulated hockey environment.
1999 Congress on Evolutionary Computation.
Peter J. Angeline, Zbyszek Michalewicz, Marc Schoenauer, Xin Yao, Ali Zalzala, eds. .
-
Ficici, Sevan G.,
Watson, Richard A. and
Pollack, Jordan B.
(1999).
Embodied Evolution: A Response to Challenges in Evolutionary Robotics.
Eighth European Workshop on Learning Robots. Jeremy L. Wyatt, John Demiris, eds., 14-22.
-
Ficici, Sevan G. and
Pollack, Jordan B.
(1999).
Statistical Reasoning Strategies in the Pursuit and Evasion Domain.
Fifth European Conference on Artificial Life. Dario Floreano, Jean-Daniel Nicoud, Francesco Mondada, eds. Springer, 1999.
-
Funes, P. and
Pollack, J.
(1999).
Computer Evolution of Buildable Objects.
In Evolutionary Design by Computers. P. Bentley (editor).
Morgan Kaufmann, San Francisco. pp. 387-403.
-
Hornby, G.S.,
Fujita, M.,
Takamura, S.,
Yamamoto, T. and
Hanagata, O.
(1999).
Autonomous Evolution of Gaits with the Sony Quadruped Robot.
Proceedings of 1999 Genetic and Evolutionary Computation Conference (GECCO). Banzhaf, Daida, Eiben, Garzon, Honavar, Jakiela, Smith, eds., Morgan Kauffmann, pp. 1297-1304.
-
Hornby, G.S. and
Mirtich, B.
(1999).
Diffuse versus True Coevolution in a Physics-based World.
Proceedings of 1999 Genetic and Evolutionary Computation Conference (GECCO). B\anzhaf, Daida, Eiben, Garzon, Honavar, Jakiela, Smith, eds., Morgan Kauffmann, pp. 1305-1312.
-
Juillé, H.
(1999).
Methods for Statistical Inference: Extending the Evolutionary Computation Paradigm.
Doctoral Dissertation, Brandeis University, Department of Computer Science, May 1999.
-
Pollack, Jordan B.,
Lipson, Hod,
Funes, Pablo,
Ficici, Sevan G. and
Hornby, Greg
(1999).
Coevolutionary Robotics.
The First NASA/DoD Workshop on Evolvable Hardware (EH'99). John R. Koza, Adrian Stoica, Didier Keymeulen, Jason Lohn, eds., IEEE Press.
-
Sklar, Elizabeth,
Blair, Alan D. ,
Funes, Pablo and
Pollack, Jordan
(1999).
Training Intelligent Agents using Human Internet Data .
IAT-99.
(to appear).
-
Watson, Richard A.,
Ficici, Sevan G. and
Pollack, Jordan B.
(1999).
Embodied Evolution: Embodying an Evolutionary Algorithm in a Population of Robots.
1999 Congress on Evolutionary Computation. Angeline, Michalewicz, Schoenauer, Yao, Zalzala, eds. IEEE Press, 335-342.
-
Watson, R.A. and
Pollack, J.B.
(1999).
Hierarchically-Consistent Test Problems for Genetic Algorithms .
Proceedings of 1999 Congress on Evolutionary Computation (CEC 99). Angeline, Michalewicz, Schoenauer, Yao, Zalzala, eds. IEEE Press, pp.1406-1413.
-
Watson, R.A. and
Pollack, J.B.
(1999).
How Symbiosis Can Guide Evolution .
Fifth European Conference on Artificial Life. Dario Floreano, Jean-Daniel Nicoud, Francesco Mondada, eds. Springer, 1999.
-
Watson, R.A. and
Pollack, J.B.
(1999).
Incremental Commitment in Genetic Algorithms .
Proceedings of 1999 Genetic and Evolutionary Computation Conference (GECCO 99). Banzhaf, Daida, Eiben, Garzon, Honavar, Jakiela, Smith, eds., Morgan Kauffmann, pp.710-717.
-
Blair, Alan D. ,
Sklar, Elizabeth and
Funes, Pablo
(1998).
Co-evolution, Determinism and Robustness.
In Simulated Evolution and Learning (SEAL-98).
Lecture Notes in Artificial Intelligence 1585.
Bob McKay, Xin Yao, Charles S. Newton, Jong-Hwan Kim, Takeshi Furahashi, eds.,
Springer-Verlag.
-
Blair, Alan D. and
Sklar, Elizabeth
(1998).
The evolution of subtle manoeuvres in simulated hockey.
Proceedings of the Fifth International Conference of the
Society for Adaptive Behavior.
Pfeifer, Blumberg, Kobayashi, eds. Cambridge: MIT Press, 1998.
-
Ficici, Sevan G. and
Pollack, Jordan B.
(1998).
Challenges in Coevolutionary Learning: Arms-Race Dynamics, Open-Endedness, and Mediocre Stable States.
Proceedings of the Sixth International Conference on Artificial Life.
Adami, Belew, Kitano, Talor, eds. Cambridge: MIT Press, 1998.
-
Ficici, Sevan G. and
Pollack, Jordan B.
(1998).
Coevolving Communicative Behavior in a Linear Pursuer-Evader Game.
Proceedings of the Fifth International Conference of the Society for Adaptive Behavior.
Pfeifer, Blumberg, Kobayashi, eds. Cambridge: MIT Press, 1998.
-
Funes, P.,
Sklar, E.,
Juillé, H. and
Pollack, J.
(1998).
Animal-Animat Coevolution: Using the Animal Population as Fitness Function.
Pfeifer, R. et. al. (eds.)
From Animals to Animats 5:
Proceedings of the Fifth International
Conference on Simulation of Adaptive Behavior
. MIT Press. pp 525-533.
-
Funes, P. J. and
Pollack, J. B.
(1998).
Componential Structural Simulator.
Brandeis University Department of Computer Science Technical
Report CS-98-198.
-
Funes, P. and
Pollack, J.
(1998).
Evolutionary Body Building: Adaptive physical designs for robots.
Artificial Life 4: 337-357.
-
Juillé, H. and
Pollack, J. B.
(1998).
A Sampling-Based Heuristic for Tree Search Applied to Grammar Induction.
Proceedings of the Fifteenth National Conference on Artificial Intelligence , Madison, Wisconsin, July 26 - 30, 1998.
-
Juillé, H. and
Pollack, J. B.
(1998).
A Stochastic Search Approach to Grammar Induction.
Proceedings of the Fourth International Colloquium on Grammar Inference , Ames, Iowa, July 12 - 14, 1998.
-
Juillé, H. and
Pollack, J. B.
(1998).
Coevolutionary Learning: a Case Study.
Proceedings of the Fifteenth International Conference on Machine Learning, Madison, Wisconsin, July 24 - 26, 1998.
-
Juillé, H. and
Pollack, J. B.
(1998).
Coevolving the "Ideal" Trainer: Application to the Discovery of Cellular Automata Rules.
Proceedings of the Third Annual Genetic Programming Conference , Madison, Wisconsin, July 22 - 25, 1998.
-
Melnik, O. and
Pollack, J.B.
(1998).
A Gradient Descent Method for a Neural Fractal Memory.
WCCI 98 (IJCNN), IEEE, Received "Best Student Paper Award".
-
Pollack, Jordan. B. and
Blair, Alan D.
(1998).
Co-Evolution in the Successful Learning of Backgammon Strategy.
Machine Learning 32(3): 225-240, September 1998.
-
Sklar, E.,
Blair, A.D. and
Pollack, J.B.
(1998).
Co-evolutionary Learning: Machines and Humans Schooling Together.
Workshop on Current Trends and Applications of Artificial Intelligence in Education: Fourth World Congress on Expert Systems.
-
Sklar, E. and
Pollack, J.B.
(1998).
Toward a Community of Evolving Learners.
Third International Conference on the Learning Sciences (ICLS-98).
-
Watson, Richard A. ,
Hornby, G. S. and
Pollack, J. B.
(1998).
Modeling Building-Block Interdependency .
Parallel Problem Solving from Nature, proceedings of Fifth International Conference /PPSN V, Springer 1998, pp.97-106 .
-
Blair, A.D. and
Pollack, J.B.
(1997).
Analysis of Dynamical Recognizers.
Neural Computation 9(5), 1127-1142.
-
Blair, A.D.
(1997).
Scaling Up RAAMs.
Brandeis University Computer Science Technical Report CS-97-192.
-
Funes, P. and
Pollack, J.
(1997).
Computer Evolution of Buildable Objects.
Fourth European Conference on Artificial Life,
P. Husbands and I. Harvey, eds.,
MIT Press 1997. pp 358-367.
-
Funes, P.,
Sklar, E.,
Juillé, H. and
Pollack, J.
(1997).
The Internet as a Virtual Ecology: Coevolutionary Arms
Races Between Human and Artificial Populations.
Brandeis University Computer Science Technical Report CS-97-197.
-
Pollack, J.P. and
Blair, A.D.
(1997).
Co-Evolution in the Successful Learning of Backgammon Strategy.
Brandeis University Computer Science Technical Report CS-97-193.
-
Darwen, P. J. and
Yao, X.
(1996).
Automatic Modularization by Speciation.
Third IEEE International Conference on Evolutionary Computation.
-
Hornby, G.S.
(1996).
The Recombination Operator, its Correlation to the Fitness Landscape and Search Performance.
Master's Thesis, University of Alberta, Department of Computing Science, 1996.
-
Juillé, H. and
Pollack, J.
(1996).
Massively Parallel Genetic Programming.
Advances in GP II, Kinnear & Angeline, Ed. MIT Press.
-
Juillé, H. and
Pollack, J. B.
(1996).
Co-evolving Intertwined Spirals.
Proceedings of the Fifth Annual Conference on Evolutionary Programming, San Diego, CA, February 29 - March 2, 1996, MIT Press, pp. 461-468.
-
Juillé, H. and
Pollack, J. B.
(1996).
Dynamics of Co-evolutionary Learning.
Proceedings of the Fourth International Conference on Simulation of Adaptive Behavior, Cape Cod, MA, September 9 - 13, 1996, MIT Press, pp. 526-534.
-
Pollack, J,
Blair, A. and
Land, M.
(1996).
Coevolution of A Backgammon Player.
Proceedings Artificial Life V, C. Langton, (Ed), MIT Press.
-
Saunders, G. M. and
Pollack, J. B.
(1996).
The Evolution of communication schemes of continuous channels.
Proceedings 4th International conference on Simulation of Adaptive Behavior.
-
Darwen, P. J. and
Yao, X.
(1995).
A Dilemma for Fitness Sharing with a Scaling Function.
Second IEEE International Conference on Evolutionary Computation.
-
Juillé, H.
(1995).
Evolution of Non-Deterministic Incremental Algorithms as a New Approach for Search in State Spaces.
Proceedings of the Sixth International Conference on Genetic Algorithms, Pittsburgh, PA, July 1995, pp. 351-358.
-
Juillé, H.
(1995).
Incremental Co-evolution of Organisms: A New Approach for Optimization and Discovery of Strategies.
Proceedings of the Third European Conference on Artificial Life, Granada, Spain, June 1995, pp.246-260.
-
Kolen, J. F. and
Pollack, J. B.
(1995).
The Observer's Paradox: Apparent computational
complexity in physical systems.
J Experimental and Theoretical AI, 7, 253-277.
-
Large, E. W.,
Palmer, C and
Pollack, J
(1995).
Reduced Memory Representations for Music.
Cognitive Science, 19,1,53-96.
-
Mou, Z. George and
Ficici, Sevan G.
(1995).
A Scalable Divide-and-Conquer Parallel Algorithm for Finite State Automata and Its Applications.
Proceedings of the 7th SIAM Conference on Parallel Processing for Scientific Computing.
Philadelphia: Society for Industrial and Applied Mathematics, 1995.
-
Angeline, P. J.,
Saunders, G. M. and
Pollack, J. B.
(1994).
Complete Induction of Recurrent Neural Networks,.
Proceedings of the Third International Conference on Evolutionary Programming.
-
Angeline, P.,
Saunders, G and
Pollack, J.
(1994).
An evolutionary algorithm that constructs recurrent networks.
IEEE Trans. on Neural Networks, 5, 54-65.
-
Angeline, P. J. and
Pollack, J. B.
(1994).
Coevolving High-Level Representations. .
Artificial Life III, C. Langton (ed.), Addison-Wesley: Reading MA,
pp. 55-71. .
-
Juillé, H.
(1994).
Evolving Non-Determinism: An Inventive and Efficient Tool for Optimization and Discovery of Strategies.
Technical Report.
-
Saunders, G.,
Angeline, P. and
Pollack, J. B.
(1994).
Structural and Behavioral Evolution of Recurrent Networks.
Neural Information Processing Systems Conference 6.
-
Saunders, G. M. and
Pollack, J. B.
(1994).
The Evolution of communication schemes of continuous channels.
Ohio State University LAIR Tech report 94-GS-EVCOMM.
-
Saunders, G.,
Kolen, J. F. and
Pollack, J. B
(1994).
The Importance of Leaky Levels for behavior based AI.
Proceedings of Third Int'l conference on Simulation of Adaptive Behavior.
-
Angeline, P. J. and
Pollack, J. B.
(1993).
Competitive environments evolve better solutions to complex problems.
Fifth International Conference on Genetic Algorithms. 264-270.
-
Angeline, P. J. and
Pollack, J. B.
(1993).
Evolutionary Module Acquisition.
Second Evolutionary Programming Meeting, 154-163.
-
Angeline, P. J. and
Pollack, J. B
(1992).
Evolutionary Induction of subroutines. .
14th Annual Cognitive Science Conference, 236-241.
-
Brinkman, Alexander and
Ficici, Sevan G.
(1992).
Computational Tools for the Analysis of Rhythm.
Proceedings of the 1992 International Computer Music Conference. San Francisco:
International Computer Music Association, 1992.
-
Pollack, J. B.
(1992).
On Wings of Knowledge: A review of Newell's Unified Theories of Cognition.
Artificial Intelligence, 59, 355-369.
-
Saunders, G.,
Kolen, J,
Angeline, P and
Pollack, J.
(1992).
Additive Modular learning in Preemptrons.
14th Annual Cognitive Science Conference, 1098-1103.
-
Stucki, D. S. and
Pollack, J. B.
(1992).
Fractal (Reconstructive Analogue) Memory.
14th Annual Cognitive Science Conference, 118-123.
-
Ficici, Sevan G.
(1991).
Computer Analysis of Surface Detail in Tonal Music.
Proceedings of the 1991 International Computer Music Conference.
San Francisco: International Computer Music Association, 1991.
-
Kolen, J. F. and
Pollack, J. B
(1991).
Multi-Associative Memory.
13th Annual Cognitive Science Conference, 785-789.
-
Pollack, J.B.
(1991).
The Induction of Dynamical Recognizers.
Machine Learning 7, 227-252.
-
Kolen, J. F. and
Pollack, J. B.
(1990).
Back-Propagation is Sensitive to Initial Conditions .
Complex Systems, 4,3, 269-280.
-
Pollack, J. B.
(1990).
Recursive Distributed Representations.
Artificial Intelligence 46, 1, 77-105.
-
Pollack, J. B.
(1989).
Connectionism: Past, Present, and Future.
Artificial Intelligence Review, 3, 3-20.
-
Pollack, J. B.
(1989).
Implications of Recursive Distributed Representations.
Advances in Neural Information Processing Systems I, 527-536.
-
Pollack, J. B.
(1989).
No Harm Intended: A Review of the Perceptrons expanded edition. .
Journal of Mathematical Psychology, 33, 3, 358-365. .
-
Pollack, J.B
(1987).
(Excerpt) On Connectionist Models of Natural Language Processing.
Ph.D Dissertation in Computer Science, University of Illinois.