NNRG Projects

Projects

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Borg: A General-Purpose Algorithm Portfolio System	Since 2009
Coevolution of Competitive and Cooperative Agent Behavior	Since 2009
Human-like Bots in Unreal Tournament	Since 2008
Modular Neuroevolution for Multilegged Locomotion	Since 2007
A computational analysis of meditation	Since 2005
Neuroevolution in Real Time Games	Since 2005
Learning Navigation for Personal Satellite Assistant using Neuroevolution	Since 2004
NERO: NeuroEvolving Robotic Operatives	Since 2003
Neural Network Models of Schizophrenic Language	Since 2003
Learning Schemas for Robot Perception	Since 2000
NEAT: Evolving Increasingly Complex Neural Network Topologies	Since 2000
PGLISSOM: Perceptual Grouping in a Self-Organizing Map of Spiking Neurons	Since 1999
Forming Text Representations with Neural Networks	Since 1998
A Predictive Simulation Model of Competitive Dynamics in Innovation	2009 - 2012
Learning Strategic Behavior in Sequential Decision Tasks	2009 - 2012
Evolving Controllers for Physical Multilegged Robots	2010 - 2011
Computational and Behavioral Evidence for Bilingual Aphasia Rehabilitation	2008 - 2011
The OpenNERO AI Research and Education Platform	2009 - 2010
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
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
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