Aberdeen, Douglas

9 publications

ICML 2007 Conditional Random Fields for Multi-Agent Reinforcement Learning Xinhua Zhang, Douglas Aberdeen, S. V. N. Vishwanathan

AISTATS 2007 Policy-Gradients for PSRs and POMDPs Douglas Aberdeen, Olivier Buffet, Owen Thomas

NeurIPS 2006 Natural Actor-Critic for Road Traffic Optimisation Silvia Richter, Douglas Aberdeen, Jin Yu

NeurIPS 2005 Fast Online Policy Gradient Learning with SMD Gain Vector Adaptation Jin Yu, Douglas Aberdeen, Nicol N. Schraudolph

NeurIPS 2005 Policy-Gradient Methods for Planning Douglas Aberdeen

AAAI 2005 Prottle: A Probabilistic Temporal Planner Iain Little, Douglas Aberdeen, Sylvie Thiébaux

IJCAI 2005 Robust Planning with (L)RTDP Olivier Buffet, Douglas Aberdeen

ECML-PKDD 2004 Filtered Reinforcement Learning Douglas Aberdeen

ICML 2002 Scalable Internal-State Policy-Gradient Methods for POMDPs Douglas Aberdeen, Jonathan Baxter