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Shimon Whiteson: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Shimon Whiteson
    Improving Reinforcement Learning Function Approximators via Neuroevolution. [Citation Graph (0, 0)][DBLP]
    AAAI, 2005, pp:1666-1667 [Conf]
  2. Shimon Whiteson, Peter Stone
    Towards Autonomic Computing: Adaptive Job Routing and Scheduling. [Citation Graph (0, 0)][DBLP]
    AAAI, 2004, pp:916-922 [Conf]
  3. Shimon Whiteson, Peter Stone
    Sample-Efficient Evolutionary Function Approximation for Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
    AAAI, 2006, pp:- [Conf]
  4. Shimon Whiteson
    Improving reinforcement learning function approximators via neuroevolution. [Citation Graph (0, 0)][DBLP]
    AAMAS, 2005, pp:1386- [Conf]
  5. Shimon Whiteson, Peter Stone
    Concurrent layered learning. [Citation Graph (0, 0)][DBLP]
    AAMAS, 2003, pp:193-200 [Conf]
  6. Matthew E. Taylor, Shimon Whiteson, Peter Stone
    Comparing evolutionary and temporal difference methods in a reinforcement learning domain. [Citation Graph (0, 0)][DBLP]
    GECCO, 2006, pp:1321-1328 [Conf]
  7. Shimon Whiteson, Nate Kohl, Risto Miikkulainen, Peter Stone
    Evolving Keepaway Soccer Players through Task Decomposition. [Citation Graph (0, 0)][DBLP]
    GECCO, 2003, pp:356-368 [Conf]
  8. Shimon Whiteson, Peter Stone
    On-line evolutionary computation for reinforcement learning in stochastic domains. [Citation Graph (0, 0)][DBLP]
    GECCO, 2006, pp:1577-1584 [Conf]
  9. Shimon Whiteson, Peter Stone, Kenneth O. Stanley, Risto Miikkulainen, Nate Kohl
    Automatic feature selection in neuroevolution. [Citation Graph (0, 0)][DBLP]
    GECCO, 2005, pp:1225-1232 [Conf]
  10. Shimon Whiteson, Peter Stone
    Towards Autonomic Computing: Adaptive Network Routing and Scheduling. [Citation Graph (0, 0)][DBLP]
    ICAC, 2004, pp:286-287 [Conf]
  11. Shimon Whiteson, Peter Stone
    Evolutionary Function Approximation for Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2006, v:7, n:, pp:877-917 [Journal]
  12. Shimon Whiteson, Nate Kohl, Risto Miikkulainen, Peter Stone
    Evolving Soccer Keepaway Players Through Task Decomposition. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2005, v:59, n:1-2, pp:5-30 [Journal]
  13. Matthew E. Taylor, Shimon Whiteson, Peter Stone
    Temporal Difference and Policy Search Methods for Reinforcement Learning: An Empirical Comparison. [Citation Graph (0, 0)][DBLP]
    AAAI, 2007, pp:1675-1678 [Conf]
  14. Shimon Whiteson, Daniel Whiteson
    Stochastic Optimization for Collision Selection in High Energy Physics. [Citation Graph (0, 0)][DBLP]
    AAAI, 2007, pp:1819-1815 [Conf]

  15. Transfer via inter-task mappings in policy search reinforcement learning. [Citation Graph (, )][DBLP]


  16. Exploiting locality of interaction in factored Dec-POMDPs. [Citation Graph (, )][DBLP]


  17. Lossless clustering of histories in decentralized POMDPs. [Citation Graph (, )][DBLP]


  18. Neuroevolutionary reinforcement learning for generalized helicopter control. [Citation Graph (, )][DBLP]


  19. Multi-task evolutionary shaping without pre-specified representations. [Citation Graph (, )][DBLP]


  20. Automatic Feature Selection for Model-Based Reinforcement Learning in Factored MDPs. [Citation Graph (, )][DBLP]


  21. Postponed Updates for Temporal-Difference Reinforcement Learning. [Citation Graph (, )][DBLP]


  22. Multiagent Reinforcement Learning for Urban Traffic Control Using Coordination Graphs. [Citation Graph (, )][DBLP]


  23. Critical factors in the empirical performance of temporal difference and evolutionary methods for reinforcement learning. [Citation Graph (, )][DBLP]


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