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All publications by Douglas Aberdeen
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Conditional random fields for multi-agent reinforcement learning
Xinhua Zhang, Douglas Aberdeen and S.v.n. Vishwanathan
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Policy-Gradients for PSRs and POMDPs
Douglas Aberdeen, Olivier Buffet and Owen Thomas
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007


Natural Actor-Critic for Road Traffic Optimisation
Silvia Richter, Douglas Aberdeen and Jin Yu
Advances in Neural Information Processing Systems 19, 2006


Fast Online Policy Gradient Learning with SMD Gain Vector Adaptation
Jin Yu, Douglas Aberdeen and Nicol N. Schraudolph
Advances in Neural Information Processing Systems 18, 2005