Projects
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Coevolution of Competitive and Cooperative Agent Behavior Since 2009
The OpenNERO AI Research and Education Platform Since 2009
A computational analysis of meditation Since 2005
Neuroevolution in Real Time Games Since 2005
Learning Navigation for Personal Satellite Assistant using Neuroevolution Since 2004
Neural Network Models of Schizophrenic Language Since 2003
PGLISSOM: Perceptual Grouping in a Self-Organizing Map of Spiking Neurons Since 1999
Forming Text Representations with Neural Networks Since 1998
The Role of Emotion and Communication in Cooperative Behavior 2013 - 2016
Learning Strategic Behavior in Sequential Decision Tasks 2009 - 2014
A Predictive Simulation Model of Competitive Dynamics in Innovation 2009 - 2013
Borg: A General-Purpose Algorithm Portfolio System 2009 - 2013
Human-like Bots in Unreal Tournament 2008 - 2012
Modular Neuroevolution for Multilegged Locomotion 2007 - 2012
Evolving Controllers for Physical Multilegged Robots 2010 - 2011
Computational and Behavioral Evidence for Bilingual Aphasia Rehabilitation 2008 - 2011
NEAT: Evolving Increasingly Complex Neural Network Topologies 2000 - 2011
Constructing Intelligent Agents in Simulated Worlds 2008 - 2010
Evolving Locomotion Controllers for Multilegged Robots 2008 - 2010
Leveraging Human Creativity with Machine Discovery 2008 - 2010
Utilizing Symmetry in Evolutionary Design 2007 - 2010
NERO: NeuroEvolving Robotic Operatives 2003 - 2009
Computational Maps in the Visual Cortex 1987 - 2009
Trichromatic LISSOM 2005 - 2007
Leveraging Evolvability in Search 2004 - 2007
SODA: Self-Organizing Distinctive State Abstraction 2003 - 2007
Diverse Behavior in Teams of Homogeneous Agents 2001 - 2007
Cooperative Coevolution of Multi-Agent Systems 2000 - 2007
Learning Schemas for Robot Perception 2000 - 2007
Combining Rule-Based Knowledge with NEAT 2004 - 2006
Developing Complex Systems Using Evolved Pattern Generators 2004 - 2006
NEAT: Evolving Vehicle Warning Systems 2004 - 2006
Solving Non-Markov Control Tasks 1996 - 2006
Evolving Neural Network Ensembles with NEAT 2004 - 2005
Prenatal development of ocular dominance and orientation maps in a self-organizing model of V1 2004 - 2005
CLA: The Constructivist Learning Architecture 1998 - 2004
Controlling a Finless Rocket Through Neuroevolution 2002 - 2003
Nonlinear, Adaptive Process Control 2001 - 2002
Refinement and On-Line Adaptation of Neurocontrollers Through Particle swarming 2001 - 2002
Dynamic Resource Allocation on a Multiprocessor Chip 2000 - 2002
Evolving Confident Neural Networks 2000 - 2002
Sound System Differentiation Through Time 2000 - 2002
Self-Organization of Directional Selectivity 1999 - 2002
Eugenic Evolution: The EuA, EuSANE, and TEAM 1998 - 2002
Optimizing a Manufacturing Process 1998 - 2002
Segmentation and Binding: the SLISSOM Model 1998 - 2002
Semantic Effect on Episodic Associations 1998 - 2002
Self-Organization Driven by Internally-Generated Patterns 1997 - 2002
Creating Melodies with Evolving Recurrent Networks 2000 - 2001
GLISSOM: Modeling Large Cortical Maps 1999 - 2001
Modeling the Emergence of Syllable Systems 1998 - 2001
Playing Go 1998 - 2001
Understanding Complex Sentences with the Sentence Gestalt Model 1998 - 2001
Natural Deduction 1999 - 2000
Adaptive Packet Routing: The Confidence-Based Dual Reinforcement Q-Learning Algorithm 1998 - 2000
Utilizing Population Culture in Neuroevolution 1998 - 2000
Tilt Aftereffects in the RF-LISSOM Model 1996 - 2000
Orientation Perception in the RF-LISSOM Model 1995 - 2000
Structure and Capacity of Hippocampal Memory: The Convergence-Zone model 1994 - 2000
Subsymbolic Parsing of Sequences: The SARDSRN model 1998 - 1999
Real-time Interactive Gaming 1997 - 1999
Organization and Disorders of the Mental Lexicon: The DISLEX System 1990 - 1999
Intrusion Detection 1998 - 1998
Semantic Disambiguation in Sentence Processing 1994 - 1998
Realtime Continuous Adaptive Behavior: The Rodney System 1997 - 1997
Controlling Chaos 1995 - 1997
On-Line Adaptation of a Signal Predistorter through Dual Reinforcement Learning 1995 - 1997
Self-Organization in the Primary Visual Cortex: The RF-LISSOM Model 1995 - 1997
Vision-Driven Development of Auditory Spatial Maps 1995 - 1997
Playing Othello 1994 - 1997
Robot Control 1994 - 1997
Symbiotic Evolution: The SANE System 1994 - 1997
Schema-Based Object Recognition and Scene Analysis: The VISOR System 1993 - 1997
LISSOM: Laterally Interconnected Self-Organizing Maps 1987 - 1997
IGG: Visualization with Incremental Grid Growing 1993 - 1995
Marker-Based Encoding of Neural Networks 1991 - 1995
SARDNET: Forming Maps of Sequences 1994 - 1994
Understanding Sentences with Relative Clauses: The SPEC System 1993 - 1994
Processing Script-Based Stories: The DISCERN System 1990 - 1994
Storing Information on Maps: The Trace Feature Map Model 1990 - 1994
HFM: Hierarchical Features Maps 1989 - 1994
Learning Word Meanings: The FGREP Method 1987 - 1994
Data Rectification for Process Control 1992 - 1992