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Learning Agents
A Neuroevolution Approach to General Atari Game PlayingMatthew Hausknecht2013
TEXPLORE: Real-Time Sample Efficient Reinforcement LearningTodd Hester2012
Teaching an Agent Manually via Evaluative Reinforcement (TAMER)W. Bradley Knox and Peter Stone2009
SPL Robocup Soccer2008
Simulated RoboCup Soccer2004
Autonomous Intersection Management (AIM)
Machine Learning
Learning to Interpret Natural Language Navigation Instructions from ObservationsDavid L. Chen2012
Learning to Sportscast
Neural Networks
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Factors that Affect the Evolution of Complex Cooperative BehaviorPadmini Rajagopalan2020
Bilevel Optimization of the Helicopter Hovering Control TaskJason Zhi Liang and Risto Miikkulainen2015
Evolving Deep LSTMAditya Rawal2015
Multimodal Behavior in Isolated Ms. Pac-ManJacob Schrum2015
Adapting Morphology to Multiple Tasks in Evolved Virtual CreaturesDan Lessin, Don Fussell, Risto Miikkulainen2014
Multimodal Behavior in Imprison Ms. Pac-ManJacob Schrum2014
Multimodal Behavior in Multiple Lives Ms. Pac-ManJacob Schrum2014
Multimodal Behavior in One Life Ms. Pac-ManJacob Schrum2014
Trading Control Intelligence for Physical Intelligence: Muscle Drives in Evolved Virtual CreaturesDan Lessin, Don Fussell, Risto Miikkulainen2014
A Neuroevolution Approach to General Atari Game PlayingMatthew Hausknecht2013
Open-Ended Behavioral Complexity for Evolved Virtual CreaturesDan Lessin, Don Fussell, Risto Miikkulainen2013
Cooperation to Overcome a More Powerful AdversaryKay Holekamp2012
Egalitarian Social Learning (ESL) in Robot ForagingWesley Tansey2012
Evolution of a Communication Code in Cooperative TasksAditya Rawal, Padmini Rajagopalan, Risto Miikkulainen, Kay Holekamp2012
Simulation of Competitive Multi-Agent Search on NK Fitness LandscapesErkin Bahceci2012
UT^2: Winner of 2012 BotPrize in Unreal Tournament 2004Jacob Schrum, Igor Karpov2012
Evolving Controllers for Physical Multilegged RobotsVinod Valsalam2011
Model-Based Visualization of Solver Performance DataBryan Silverthorn2011
Multi-modal Approaches to Evolving Behavior for Multi-task GamesJacob Schrum2011
The Role of Reward Structure, Coordination Mechanism and Net Return in the Evolution of CooperationPadmini Rajagopalan, Aditya Rawal2011
A Subsymbolic Model of Schizophrenic LanguageUli Grasemann2010
Emergence of Competitive and Cooperative Behavior and Arms Race Through CoevolutionAditya Rawal, Padmini Rajagopalan2010
Evolving Controller Symmetry for Multilegged RobotsVinod Valsalam2010
Fitness-based Shaping in Multi-objective DomainsJacob Schrum2010
Learning in Fractured DomainsNate Kohl2009
Multi-modal Behavior in NPCsJacob Schrum2009
Modular Neuroevolution for Multilegged LocomotionVinod Valsalam2008
Multi-objective Neuroevolution of NPCsJacob Schrum2008
Evolving Cooperation in Multiagent SystemsChern Yong2007
Handwritten Digit Recognition Utilizing Evolved Pattern GeneratorsVinod Valsalam2007
Neuro-Evolving Robotic Operatives (NERO)Kenneth Stanley2007
Adaptive Teams of Agents in the Legion II gameBobby Bryant2006
Evolving Vehicle Warning SystemsNate Kohl2006
Finless Rocket ControlFaustino Gomez2003
Neuroevolution of Augmenting Topologies DemosKenneth Stanley2003
Double Pole Balancing with ESPFaustino Gomez1999