Aberdeen, Douglas - National ICT Australia & Computer Sciences Laboratory, Australian National University

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Aberdeen, Douglas - National ICT Australia & Computer Sciences Laboratory, Australian National University

PolicyGradient Algorithms for Partially Observable Markov
Filtered Reinforcement Learning Douglas Aberdeen
Emmerald : A Fast MatrixMatrix Multiply Using Intel's SSE Instructions
DecisionTheoretic Military Operations Planning Douglas Aberdeen
Scaling InternalState PolicyGradient Methods for POMDPs Douglas Aberdeen douglas.aberdeen@anu.edu.au
Robust Planning with (L)RTDP Olivier Buffet and Douglas Aberdeen
A (Revised) Survey of Approximate Methods for Solving Partially Observable Markov Decision
Journal of Machine Learning Research ? (2002) ?? Submitted 4/02; Published ??/?? Internal-State Policy-Gradient Algorithms for Partially
DRAFT Journal of Machine Learning Research ? (2002) ?--? Submitted 4/02; Published ??/?? InternalState PolicyGradient Algorithms for Partially
Decision-Theoretic Military Operations Planning Douglas Aberdeen
Scaling Internal-State Policy-Gradient Methods for POMDPs Douglas Aberdeen douglas.aberdeen@anu.edu.au
Filtered Reinforcement Learning Douglas Aberdeen
92 /MFlops/s, Ultra-Large-Scale Neural-Network Training on a PIII Cluster Gordon Bell award finalist, and student paper award finalist
A (Revised) Survey of Approximate Methods for Solving Partially Observable Markov Decision
Prottle: A Probabilistic Temporal Planner Iain Little, Douglas Aberdeen, and Sylvie Thiebaux
General Matrix-Matrix Multiplication Using SIMD Features of the PIII
A 4th Year Electrical Engineering Project: ``The Fourth Umpire''
Robust Planning with (L)RTDP Olivier Buffet and Douglas Aberdeen
Policy-Gradient Algorithms for Partially Observable Markov