Reinforcement Learning for RoboCup Soccer Keepaway
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[1] V. Korolyuk,et al. Semi-markov processes and their applications , 1975 .
[2] R.M. Dunn,et al. Brains, behavior, and robotics , 1983, Proceedings of the IEEE.
[3] C. Watkins. Learning from delayed rewards , 1989 .
[4] Hyongsuk Kim,et al. CMAC-based adaptive critic self-learning control , 1991, IEEE Trans. Neural Networks.
[5] J. Ross Quinlan,et al. C4.5: Programs for Machine Learning , 1992 .
[6] Thomas Dean,et al. Reinforcement Learning for Planning and Control , 1993 .
[7] Magnus Borga,et al. Hierarchical Reinforcement Learning , 1993 .
[8] Gerald Tesauro,et al. TD-Gammon, a Self-Teaching Backgammon Program, Achieves Master-Level Play , 1994, Neural Computation.
[9] Mahesan Niranjan,et al. On-line Q-learning using connectionist systems , 1994 .
[10] Martin L. Puterman,et al. Markov Decision Processes: Discrete Stochastic Dynamic Programming , 1994 .
[11] Michael O. Duff,et al. Reinforcement Learning Methods for Continuous-Time Markov Decision Problems , 1994, NIPS.
[12] Ben J. A. Kröse,et al. Learning from delayed rewards , 1995, Robotics Auton. Syst..
[13] Andrew G. Barto,et al. Improving Elevator Performance Using Reinforcement Learning , 1995, NIPS.
[14] Richard S. Sutton,et al. Generalization in Reinforcement Learning: Successful Examples Using Sparse Coarse Coding , 1995, NIPS.
[15] Hitoshi Matsubara,et al. Learning Cooperative Behavior in Multi-Agent Environment - A Case Study of Choice of Play-Plans in Soccer , 1996, PRICAI.
[16] John N. Tsitsiklis,et al. Analysis of Temporal-Diffference Learning with Function Approximation , 1996, NIPS.
[17] Hiroaki Kitano,et al. The RoboCup Synthetic Agent Challenge 97 , 1997, IJCAI.
[18] Michael Wooldridge,et al. Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, IJCAI 97, Nagoya, Japan, August 23-29, 1997, 2 Volumes , 1997, IJCAI.
[19] James A. Hendler,et al. Co-evolving Soccer Softbot Team Coordination with Genetic Programming , 1997, RoboCup.
[20] Tomohito Andou,et al. Refinement of Soccer Agents' Positions Using Reinforcement Learning , 1997, RoboCup.
[21] Andrew G. Barto,et al. Reinforcement learning , 1998 .
[22] Ian Frank,et al. Soccer Server: A Tool for Research on Multiagent Systems , 1998, Appl. Artif. Intell..
[23] Astro Teller,et al. Evolving Team Darwin United , 1998, RoboCup.
[24] Andrew W. Moore,et al. Gradient Descent for General Reinforcement Learning , 1998, NIPS.
[25] Manuela M. Veloso,et al. Team-Partitioned, Opaque-Transition Reinforced Learning , 1998, RoboCup.
[26] Doina Precup,et al. Between MDPs and Semi-MDPs: A Framework for Temporal Abstraction in Reinforcement Learning , 1999, Artif. Intell..
[27] Peter Stone,et al. Anticipation as a key for collaboration in a team of agents: a case study in robotic soccer , 1999, Optics East.
[28] Daphne Koller,et al. Computing Factored Value Functions for Policies in Structured MDPs , 1999, IJCAI.
[29] Craig Boutilier,et al. Decision-Theoretic Planning: Structural Assumptions and Computational Leverage , 1999, J. Artif. Intell. Res..
[30] Manuela M. Veloso,et al. Team-partitioned, opaque-transition reinforcement learning , 1999, AGENTS '99.
[31] 内部 英治,et al. Cooperative behavior acquisition by learning and evolution in a multi-agent environment for mobile robots , 1999 .
[32] Yishay Mansour,et al. Policy Gradient Methods for Reinforcement Learning with Function Approximation , 1999, NIPS.
[33] 浅田 稔,et al. RoboCup-98 : Robot Soccer World Cup II , 1999 .
[34] Peter Stone,et al. Keeping the Ball from CMUnited-99 , 2000, RoboCup.
[35] Thomas G. Dietterich. Hierarchical Reinforcement Learning with the MAXQ Value Function Decomposition , 1999, J. Artif. Intell. Res..
[36] Reinforcement Learning for 3 vs. 2 Keepaway , 2000, RoboCup.
[37] Geoffrey J. Gordon. Reinforcement Learning with Function Approximation Converges to a Region , 2000, NIPS.
[38] Peter Stone,et al. Layered learning in multiagent systems - a winning approach to robotic soccer , 2000, Intelligent robotics and autonomous agents.
[39] Martin A. Riedmiller,et al. Karlsruhe Brainstormers - A Reinforcement Learning Approach to Robotic Soccer , 2000, RoboCup.
[40] David Andre,et al. Programmable Reinforcement Learning Agents , 2000, NIPS.
[41] Peter Stone,et al. RoboCup 2000: Robot Soccer World Cup IV , 2001, RoboCup.
[42] Peter Stone,et al. An architecture for action selection in robotic soccer , 2001, AGENTS '01.
[43] Peter Stone,et al. Keepaway Soccer: A Machine Learning Testbed , 2001, RoboCup.
[44] Minoru Asada,et al. Evolution for behavior selection accelerated by activation/termination constraints , 2001 .
[45] Jeff G. Schneider,et al. Autonomous helicopter control using reinforcement learning policy search methods , 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).
[46] Carlos Guestrin,et al. Multiagent Planning with Factored MDPs , 2001, NIPS.
[47] Harukazu Igarashi,et al. Robo Cup 2000: Robot Soccer World Cup IV , 2001 .
[48] Peter Stone,et al. Scaling Reinforcement Learning toward RoboCup Soccer , 2001, ICML.
[49] David Andre,et al. State abstraction for programmable reinforcement learning agents , 2002, AAAI/IAAI.
[50] Steven M. Gustafson,et al. Genetic Programming And Multi-agent Layered Learning By Reinforcements , 2002, GECCO.
[51] R. Lyndon While,et al. Learning In RoboCup Keepaway Using Evolutionary Algorithms , 2002, GECCO.
[52] Raúl Rojas,et al. RoboCup 2002: Robot Soccer World Cup VI , 2002, Lecture Notes in Computer Science.
[53] Doina Precup,et al. A Convergent Form of Approximate Policy Iteration , 2002, NIPS.
[54] Shimon Whiteson,et al. Concurrent layered learning , 2003, AAMAS '03.
[55] Martin Riedmiller,et al. Brainstormers 2003 - Team Description , 2003 .
[56] Yaser Al-Onaizan,et al. Experiences Acquired in the Design of RoboCup Teams: A Comparison of Two Fielded Teams , 2001, Autonomous Agents and Multi-Agent Systems.
[57] Peter Stone,et al. Behavior transfer for value-function-based reinforcement learning , 2005, AAMAS '05.
[58] Jean-Arcady Meyer,et al. Adaptive Behavior , 2005 .
[59] Richard S. Sutton,et al. Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.
[60] Manuela Veloso,et al. Reinforcement learning in the robocup-soccer keepaway , 2007 .