2008 |
17 | EE | Frans A. Oliehoek,
Matthijs T. J. Spaan,
Shimon Whiteson,
Nikos A. Vlassis:
Exploiting locality of interaction in factored Dec-POMDPs.
AAMAS (1) 2008: 517-524 |
16 | EE | Lior Kuyer,
Shimon Whiteson,
Bram Bakker,
Nikos A. Vlassis:
Multiagent Reinforcement Learning for Urban Traffic Control Using Coordination Graphs.
ECML/PKDD (1) 2008: 656-671 |
2007 |
15 | | Matthew E. Taylor,
Shimon Whiteson,
Peter Stone:
Temporal Difference and Policy Search Methods for Reinforcement Learning: An Empirical Comparison.
AAAI 2007: 1675-1678 |
14 | | Shimon Whiteson,
Daniel Whiteson:
Stochastic Optimization for Collision Selection in High Energy Physics.
AAAI 2007: 1819-1815 |
13 | EE | Matthew E. Taylor,
Shimon Whiteson,
Peter Stone:
Transfer via inter-task mappings in policy search reinforcement learning.
AAMAS 2007: 37 |
2006 |
12 | | Shimon Whiteson,
Peter Stone:
Sample-Efficient Evolutionary Function Approximation for Reinforcement Learning.
AAAI 2006 |
11 | EE | Matthew E. Taylor,
Shimon Whiteson,
Peter Stone:
Comparing evolutionary and temporal difference methods in a reinforcement learning domain.
GECCO 2006: 1321-1328 |
10 | EE | Shimon Whiteson,
Peter Stone:
On-line evolutionary computation for reinforcement learning in stochastic domains.
GECCO 2006: 1577-1584 |
9 | EE | Shimon Whiteson,
Peter Stone:
Evolutionary Function Approximation for Reinforcement Learning.
Journal of Machine Learning Research 7: 877-917 (2006) |
2005 |
8 | | Shimon Whiteson:
Improving Reinforcement Learning Function Approximators via Neuroevolution.
AAAI 2005: 1666-1667 |
7 | EE | Shimon Whiteson:
Improving reinforcement learning function approximators via neuroevolution.
AAMAS 2005: 1386 |
6 | EE | Shimon Whiteson,
Peter Stone,
Kenneth O. Stanley,
Risto Miikkulainen,
Nate Kohl:
Automatic feature selection in neuroevolution.
GECCO 2005: 1225-1232 |
5 | EE | Shimon Whiteson,
Nate Kohl,
Risto Miikkulainen,
Peter Stone:
Evolving Soccer Keepaway Players Through Task Decomposition.
Machine Learning 59(1-2): 5-30 (2005) |
2004 |
4 | | Shimon Whiteson,
Peter Stone:
Towards Autonomic Computing: Adaptive Job Routing and Scheduling.
AAAI 2004: 916-922 |
3 | EE | Shimon Whiteson,
Peter Stone:
Towards Autonomic Computing: Adaptive Network Routing and Scheduling.
ICAC 2004: 286-287 |
2003 |
2 | EE | Shimon Whiteson,
Peter Stone:
Concurrent layered learning.
AAMAS 2003: 193-200 |
1 | EE | Shimon Whiteson,
Nate Kohl,
Risto Miikkulainen,
Peter Stone:
Evolving Keepaway Soccer Players through Task Decomposition.
GECCO 2003: 356-368 |