Kagan Tumer

Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

PaCcET: An Objective Space Transformation to Iteratively Convexify the Pareto Front.

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

Flop and roll: Learning robust goal-directed locomotion for a Tensegrity Robot.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

Evolutionary agent-based simulation of the introduction of new technologies in air traffic management.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Hierarchical simulation for complex domains: air traffic flow management.

[BibT_eX]

[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).

[BibT_eX]

[DOI]

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

Potential-based difference rewards for multiagent reinforcement learning.

[BibT_eX]

[DOI]

Sam Devlin

Daniel Kudenko

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

Using reward/utility based impact scores in partitioning.

[BibT_eX]

[DOI]

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

Approximating difference evaluations with local knowledge.

[BibT_eX]

[DOI]

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

Announced Strategy Types in Multiagent RL for Conflict-Avoidance in the National Airspace.

[BibT_eX]

[DOI]

Carrie Rebhuhn

Proceedings of the 2014 AAAI Spring Symposia, 2014

Multiagent Flight Control in Dynamic Environments with Cooperative Coevolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2014 AAAI Spring Symposia, 2014

2013

Efficient Objective Functions for Coordinated Learning in Large-Scale Distributed OSA Systems.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2013

A neuro-evolutionary approach to control surface segmentation for micro aerial vehicles.

[BibT_eX]

[DOI]

Max Salichon

Int. J. Gen. Syst., 2013

Robust predictive cruise control for commercial vehicles.

[BibT_eX]

[DOI]

Jaime Junell

Int. J. Gen. Syst., 2013

Dynamic Partnership Formation for Multi-Rover Coordination.

[BibT_eX]

[DOI]

Adv. Complex Syst., 2013

Coordinating actions in congestion games: impact of top-down and bottom-up utilities.

[BibT_eX]

[DOI]

Auton. Agents Multi Agent Syst., 2013

Controlling tensegrity robots through evolution.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

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

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Graphical models in continuous domains for multiagent reinforcement learning.

[BibT_eX]

[DOI]

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

Decentralized coordination via task decomposition and reward shaping.

[BibT_eX]

[DOI]

Atil Iscen

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

Learning to control complex tensegrity robots.

[BibT_eX]

[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.

[BibT_eX]

[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.

[BibT_eX]

[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.

[BibT_eX]

[DOI]

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

Multiagent reinforcement learning in a distributed sensor network with indirect feedback.

[BibT_eX]

[DOI]

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

Elo Ratings for Structural Credit Assignment in Multiagent Systems.

[BibT_eX]

[DOI]

Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

Multiagent Learning with a Noisy Global Reward Signal.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Evolving a Multiagent Controller for Micro Aerial Vehicles.

[BibT_eX]

[DOI]

Max Salichon

IEEE Trans. Syst. Man Cybern. Part C, 2012

Coordinating Secondary-User Behaviors for Inelastic Traffic Reward Maximization in Large-Scale \osa Networks.

[BibT_eX]

[DOI]

Ammar Rayes

IEEE Trans. Netw. Serv. Manag., 2012

Combining coordination mechanisms to improve performance in multi-robot teams.

[BibT_eX]

[DOI]

Ehsan M. Nasroullahi

Artif. Intell. Res., 2012

Ten Years of AAMAS: Introduction to the Special Issue.

[BibT_eX]

[DOI]

AI Mag., 2012

A multiagent approach to managing air traffic flow.

[BibT_eX]

[DOI]

Auton. Agents Multi Agent Syst., 2012

Policy transfer in mobile robots using neuro-evolutionary navigation.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Evolving large scale UAV communication system.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Evolving distributed resource sharing for cubesat constellations.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Modeling difference rewards for multiagent learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Shaping fitness functions for coevolving cooperative multiagent systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011

Adaptive navigation for autonomous robots.

[BibT_eX]

[DOI]

Robotics Auton. Syst., 2011

Achieving optimal elastic traffic rewards in dynamic multichannel access.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on High Performance Computing & Simulation, 2011

Aligning Spectrum-User Objectives for Maximum Inelastic-Traffic Reward.

[BibT_eX]

[DOI]

Ammar Rayes

Proceedings of 20th International Conference on Computer Communications and Networks, 2011

Agent fitness functions for evolving coordinated sensor networks.

[BibT_eX]

[DOI]

Christian Roth

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Optimizing ballast design of wave energy converters using evolutionary algorithms.

[BibT_eX]

[DOI]

Ehsan M. Nasroullahi

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

A Multiagent Coordination Approach to Robust Consensus Clustering.

[BibT_eX]

[DOI]

Adv. Complex Syst., 2010

Robust neuro-control for a micro quadrotor.

[BibT_eX]

[DOI]

Jack F. Shepherd III

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

A neuro-evolutionary approach to micro aerial vehicle control.

[BibT_eX]

[DOI]

Max Salichon

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Coevolution of heterogeneous multi-robot teams.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Robot coordination with ad-hoc team formation.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2009

Improving Air Traffic Management with a Learning Multiagent System.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2009

Learning from Actions not Taken in Multiagent Systems.

[BibT_eX]

[DOI]

Newsha Khani

Adv. Complex Syst., 2009

Multiagent Learning for Black Box System Reward Functions.

[BibT_eX]

[DOI]

Adv. Complex Syst., 2009

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

[BibT_eX]

[DOI]

Adv. Complex Syst., 2009

Coordinating Learning Agents for Multiple Resource Job Scheduling.

[BibT_eX]

[DOI]

John W. Lawson

Proceedings of the Adaptive and Learning Agents, Second Workshop, 2009

Learning from actions not taken: a multiagent learning algorithm.

[BibT_eX]

[DOI]

Newsha Khani

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

Improving air traffic management through agent suggestions.

[BibT_eX]

[DOI]

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

Traffic Congestion Management as a Learning Agent Coordination Problem.

[BibT_eX]

[DOI]

Zachary T. Welch

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

2008

Ensemble clustering with voting active clusters.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2008

Classifier ensembles: Select real-world applications.

[BibT_eX]

[DOI]

Inf. Fusion, 2008

Applications of ensemble methods.

[BibT_eX]

[DOI]

Inf. Fusion, 2008

Efficient Evaluation Functions for Evolving Coordination.

[BibT_eX]

[DOI]

Evol. Comput., 2008

Analyzing and visualizing multiagent rewards in dynamic and stochastic domains.

[BibT_eX]

[DOI]

Auton. Agents Multi Agent Syst., 2008

Aligning social welfare and agent preferences to alleviate traffic congestion.

[BibT_eX]

[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.

[BibT_eX]

[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.

[BibT_eX]

[DOI]

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

2007

Evolving Multi Rover Systems in Dynamic and Noisy Environments.

[BibT_eX]

[DOI]

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

Evolving distributed agents for managing air traffic.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Distributed agent-based air traffic flow management.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Auton. Agents Multi Agent Syst., 2006

Distributed evaluation functions for fault tolerant multi-rover systems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Coordinating simple and unreliable agents.

[BibT_eX]

[DOI]

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

Efficient agent-based models for non-genomic evolution.

[BibT_eX]

[DOI]

Nachi Gupta

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

Efficient agent-based cluster ensembles.

[BibT_eX]

[DOI]

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

QUICR-Learning for Multi-Agent Coordination.

[BibT_eX]

[DOI]

Proceedings of the Proceedings, 2006

2005

Efficient Reward Functions for Adaptive Multi-rover Systems.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Efficient credit assignment through evaluation function decomposition.

[BibT_eX]

[DOI]

Risto Miikkulainen

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Multi-agent reward analysis for learning in noisy domains.

[BibT_eX]

[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.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

Time-Extended Policies in Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

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

Unifying Temporal and Structural Credit Assignment Problems.

[BibT_eX]

[DOI]

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

2003

Input decimated ensembles.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2003

Improving Search Algorithms by Using Intelligent Coordinates

[BibT_eX]

[DOI]

Esfandiar Bandari

CoRR, 2003

Collectives for the Optimal Combination of Imperfect Objects

[BibT_eX]

[DOI]

CoRR, 2003

Classification of Aircraft Maneuvers for Fault Detection.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, 4th International Workshop, 2003

Collectives for multiple resource job scheduling across heterogeneous servers.

[BibT_eX]

[DOI]

John W. Lawson

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

Providing Effective Access to Shared Resources: A COIN Approach.

[BibT_eX]

[DOI]

Proceedings of the Engineering Self-Organising Systems, 2003

Team formation and communication restrictions in collectives.

[BibT_eX]

[DOI]

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

2002

Robust Combining of Disparate Classifiers through Order Statistics.

[BibT_eX]

[DOI]

Joydeep Ghosh

Pattern Anal. Appl., 2002

Collective Intelligence, Data Routing and Braess' Paradox.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2002

The 2002 AAAI Spring Symposium Series.

[BibT_eX]

[DOI]

AI Mag., 2002

Learning sequences of actions in collectives of autonomous agents.

[BibT_eX]

[DOI]

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

2001

Optimal Payoff Functions for Members of Collectives.

[BibT_eX]

[DOI]

Adv. Complex Syst., 2001

Input Decimation Ensembles: Decorrelation through Dimensionality Reduction.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, Second International Workshop, 2001

Reinforcement Learning in Distributed Domains: Beyond Team Games.

[BibT_eX]

Joseph Sill

Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

2000

Adaptivity in agent-based routing for data networks.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Autonomous Agents, 2000

Collective Intelligence and Braess' Paradox.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1999

Linear and Order Statistics Combiners for Pattern Classification

[BibT_eX]

[DOI]

Joydeep Ghosh

CoRR, 1999

Ensembles of Radial Basis Function Networks for Spectroscopic Detection of Cervical Pre-Cancer

[BibT_eX]

[DOI]