Publications

  • Reddy TS, Zaruba GV, Huber M (2012), Game Theoretic Framework for Communication in Fully Observable Multiagent Systems, To appear in Proceedings of the International Conference on Machine Learning and Applications (ICMLA'12), Boca Raton, FL. © 2012 IEEE

  • Fakoor R, Huber M (2012), A Sampling-Based Approach to Reducing the Complexity of Continuous State Space POMDPs by Decomposition into Coupled Perceptual and Decision Processes, To appear in Proceedings of the International Conference on Machine Learning and Applications (ICMLA'12), Boca Raton, FL. © 2012 IEEE

  • Oladell M, Huber M (2012), Symbol Generation and Feature Selection for Reinforcement Learning Agents Using Affordances and U-Trees, To appear in Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC'12), Seoul, South Korea. © 2012 IEEE

  • Fakoor R, Huber M (2012), Improving Tractability of POMDPs by Separation of Decision and Perceptual Processes, To appear in Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC'12), Seoul, South Korea. © 2012 IEEE

  • Reddy TS, Gopikrishna V, Zaruba GV, Huber M (2012), Inverse Reinforcement Learning for Decentralized Non-Cooperative Multiagent Systems, To appear in Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC'12), Seoul, South Korea. © 2012 IEEE

  • Oladell M, Huber M (2012), Symbol Generation and Grounding for Reinforcement Learning Agents Using Affordances and Dictionary Compression, In Proceedings of the 25th International FLAIRS Conference (FLAIRS'12), Marco Island, FL. © 2012 AAAI

  • Dockins TM, Huber M (2012), Social Influence Modeling for Utility Functions in Model Predictive Control, In Proceedings of the 25th International FLAIRS Conference (FLAIRS'12), Marco Island, FL. © 2012 AAAI


  • Thirumuruganathan S, Huber M (2011), Building Bayesian Network based Expert Systems from Rules, In Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC'11), Anchorage, AK. © 2011 IEEE

  • Chiu P-H, Huber M (2011), Generalized Reinforcement Learning with Concept-Driven Abstract Actions, In Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC'11), Anchorage, AK. © 2011 IEEE

  • Rajendran S, Huber M (2011), Autonomous Identification, Categorization and Generalization of Policies Based on Task Type, In Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC'11), Anchorage, AK. © 2011 IEEE

  • Chiu P-H, Huber M (2011), Reinforcement Field, In Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC'11), Anchorage, AK. © 2011 IEEE