Adrian K. Agogino

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Hierarchical simulation for complex domains: air traffic flow management.

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[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

CLEANing the reward: counterfactual actions to remove exploratory action noise in multiagent learning (extended abstract).

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[DOI]

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Using reward/utility based impact scores in partitioning.

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Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013

Controlling tensegrity robots through evolution.

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[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Partitioning agents and shaping their evaluation functions in air traffic problems with hard constraints.

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[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Learning to control complex tensegrity robots.

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[DOI]

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

Exploiting structure and utilizing agent-centric rewards to promote coordination in large multiagent systems.

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[DOI]

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

CLEAN rewards for improving multiagent coordination in the presence of exploration.

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[DOI]

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

Addressing hard constraints in the air traffic problem through partitioning and difference rewards.

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[DOI]

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012

A multiagent approach to managing air traffic flow.

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[DOI]

Auton. Agents Multi Agent Syst., 2012

Evolving large scale UAV communication system.

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[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Evolving distributed resource sharing for cubesat constellations.

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Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

Agent-based resource allocation in dynamically formed CubeSat constellations.

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[DOI]

Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010

A Multiagent Coordination Approach to Robust Consensus Clustering.

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[DOI]

Adv. Complex Syst., 2010

Component evolution for large scale air traffic optimization.

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[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2009

Improving Air Traffic Management with a Learning Multiagent System.

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[DOI]

IEEE Intell. Syst., 2009

Multiagent Learning for Black Box System Reward Functions.

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[DOI]

Adv. Complex Syst., 2009

Learning Indirect Actions in Complex Domains: Action Suggestions for Air Traffic Control.

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[DOI]

Adv. Complex Syst., 2009

Evaluating evolution and monte carlo for controlling air traffic flow.

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[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Improving air traffic management through agent suggestions.

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[DOI]

Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

Traffic Congestion Management as a Learning Agent Coordination Problem.

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[DOI]

Zachary T. Welch

Proceedings of the Multi-Agent Systems for Traffic and Transportation Engineering., 2009

2008

Ensemble clustering with voting active clusters.

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[DOI]

Pattern Recognit. Lett., 2008

Efficient Evaluation Functions for Evolving Coordination.

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[DOI]

Evol. Comput., 2008

Analyzing and visualizing multiagent rewards in dynamic and stochastic domains.

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[DOI]

Auton. Agents Multi Agent Syst., 2008

Aligning social welfare and agent preferences to alleviate traffic congestion.

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[DOI]

Zachary T. Welch

Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

Regulating air traffic flow with coupled agents.

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[DOI]

Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

Adaptive Management of Air Traffic Flow: A Multiagent Coordination Approach.

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[DOI]

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

Evolving Multi Rover Systems in Dynamic and Noisy Environments.

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Proceedings of the Evolutionary Computation in Dynamic and Uncertain Environments, 2007

Evolving distributed agents for managing air traffic.

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[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Distributed agent-based air traffic flow management.

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Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007

2006

Handling Communication Restrictions and Team Formation in Congestion Games.

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[DOI]

Auton. Agents Multi Agent Syst., 2006

Distributed evaluation functions for fault tolerant multi-rover systems.

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[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Efficient agent-based models for non-genomic evolution.

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[DOI]

Nachi Gupta

Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006

Efficient agent-based cluster ensembles.

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[DOI]

Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006

QUICR-Learning for Multi-Agent Coordination.

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[DOI]

Proceedings of the Proceedings, 2006

2005

Efficient Reward Functions for Adaptive Multi-rover Systems.

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Proceedings of the Learning and Adaption in Multi-Agent Systems, 2005

Coordinating multi-rover systems: evaluation functions for dynamic and noisy environments.

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[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Efficient credit assignment through evaluation function decomposition.

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[DOI]

Risto Miikkulainen

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Multi-agent reward analysis for learning in noisy domains.

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[DOI]

Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

2004

Efficient Evaluation Functions for Multi-rover Systems.

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[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

Time-Extended Policies in Multi-Agent Reinforcement Learning.

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Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

Unifying Temporal and Structural Credit Assignment Problems.

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Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

2003

Team formation and communication restrictions in collectives.

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Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003

2002

Learning sequences of actions in collectives of autonomous agents.

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David H. Wolpert

Proceedings of the First International Joint Conference on Autonomous Agents & Multiagent Systems, 2002

2000

Online Interactive Neuro-evolution.

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[DOI]

Kenneth O. Stanley

Risto Miikkulainen

Neural Process. Lett., 2000

The Role of Multiple, Linear-Projection Based Visualization Techniques in RBF-Based Classification of High Dimensional Data.

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[DOI]

Joydeep Ghosh

Stavros J. Perantonis

Vassilis Virvilis

Sergios Petridis

Paulo J. G. Lisboa

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

Visualization of radial basis function networks.

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