Concepedia

Douglas Aberdeen

DA

Statistics

Publications

13

Citations

382

H-Index

12

Active since

2000

Affiliations

Australian National University(Current)

Data61

Université Fédérale de Toulouse Midi-Pyrénées

Laboratoire d'Analyse et d'Architecture des Systèmes

Centre National de la Recherche Scientifique

Douglas Aberdeen is an author at Australian National University specializing in engineering, computer science, and artificial intelligence.

Top concepts

EngineeringComputer ScienceArtificial IntelligenceRobot LearningMachine LearningData ScienceComputing SystemsIntelligent SystemsRoboticsCompilers

Publications per year

2000–2008

13

Publications

13

Decision-theoretic military operations planning

Douglas Aberdeen, Sylvie Thiébaux, Lin Zhang · ANU Open Research (Australian National University) · 2004 · 68 citations

Scalable Internal-State Policy-Gradient Methods for POMDPs

Douglas Aberdeen, Jonathan Baxter · 2002 · 68 citations

Artificial Intelligence, Engineering, Machine Learning +17

Prottle: a probabilistic temporal planner

Iain Little, Douglas Aberdeen, Sylvie Thiébaux · ANU Open Research (Australian National University) · 2005 · 43 citations · Full text

The factored policy-gradient planner

Olivier Buffet, Douglas Aberdeen · Artificial Intelligence · 2008 · 41 citations

Artificial Intelligence, Engineering, Factored Policy-gradient Planner +4

Fast Online Policy Gradient Learning with SMD Gain Vector Adaptation

Jin Yu, Douglas Aberdeen, Nicol N. Schraudolph · Neural Information Processing Systems · 2005 · 29 citations

Artificial Intelligence, Offline Conjugate, Machine Learning +11

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