Partially observable Markov decision process

Results: 193



#Item
41Stochastic control / Control theory / Partially observable Markov decision process / R-tree / B-tree / Tree traversal / Markov decision process / Statistics / Dynamic programming / Markov processes

DESPOT: Online POMDP Planning with Regularization Adhiraj Somani Nan Ye David Hsu Wee Sun Lee

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Source URL: www.comp.nus.edu.sg

Language: English - Date: 2014-02-06 02:22:24
42Ethology / Action selection / Belief–desire–intention model / Partially observable Markov decision process / Reactive planning / Agent-based model / Milind Tambe / Multi-agent systems / Artificial intelligence / Science

Journal of Artificial Intelligence Research420 Submitted 07/04; publishedHybrid BDI-POMDP Framework for Multiagent Teaming Ranjit Nair

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Source URL: teamcore.usc.edu

Language: English - Date: 2008-10-14 03:57:19
43Stochastic control / Control theory / Systems theory / Cybernetics / Partially observable Markov decision process / Markov decision process / Automated planning and scheduling / Observability / State space / Statistics / Dynamic programming / Markov processes

T O APPEAR IN International Jounral of Robotics Research Planning under Uncertainty for Robotic Tasks with Mixed Observability Sylvie C.W. Ong Department of Computer Science, National University of Singapore

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Source URL: www.comp.nus.edu.sg

Language: English - Date: 2010-11-12 00:19:53
44Stochastic control / Markov models / Partially observable Markov decision process / Bayesian statistics / Reinforcement learning / Markov decision process / Conjugate prior / Markov chain / Q-learning / Statistics / Markov processes / Dynamic programming

Monte Carlo Bayesian Reinforcement Learning Yi Wang WANGY @ COMP. NUS . EDU . SG Kok Sung Won KOKSUNG @ COMP. NUS . EDU . SG

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Source URL: www.comp.nus.edu.sg

Language: English - Date: 2012-05-24 21:17:28
45Stochastic control / Control theory / Partially observable Markov decision process / Monte Carlo POMDP / Markov decision process / Algorithm / Maximum likelihood / Statistics / Dynamic programming / Markov processes

Integrated Perception and Planning in the Continuous Space: A POMDP Approach Haoyu Bai David Hsu

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Source URL: www.comp.nus.edu.sg

Language: English - Date: 2013-09-25 21:49:37
46Stochastic control / Partially observable Markov decision process / Motion planning / Automated planning and scheduling / Markov decision process / S0 / Probabilistic roadmap / Reinforcement learning / Sampling / Statistics / Dynamic programming / Markov processes

Motion Planning under Uncertainty for Robotic Tasks with Long Time Horizons Hanna Kurniawati Singapore–MIT Alliance for Research Technology Singapore, Singapore

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Source URL: www.comp.nus.edu.sg

Language: English - Date: 2010-11-12 00:05:05
47Stochastic control / Multi-agent systems / Partially observable Markov decision process / Agent-based model / Reinforcement learning / Markov decision process / Communication / Statistics / Dynamic programming / Markov processes

Journal of Arti cial Intelligence Research423 Submitted 2/02; published 6/02 The Communicative Multiagent Team Decision Problem: Analyzing Teamwork Theories and Models

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Source URL: teamcore.usc.edu

Language: English - Date: 2008-10-14 03:56:35
48Stochastic control / Statistical theory / Estimation theory / Statistics / Dynamic programming / Partially observable Markov decision process

Structured Parameter Elicitation

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Source URL: www.comp.nus.edu.sg

Language: English - Date: 2011-01-17 20:01:45
49Markov processes / Stochastic control / Mathematical sciences / Operations research / Partially observable Markov decision process / Markov decision process / Reinforcement learning / Mathematical optimization / Algorithm / Statistics / Control theory / Dynamic programming

Journal of Artificial Intelligence Research Submitted 8/08; published 2/09 Policy Iteration for Decentralized Control of Markov Decision Processes

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Source URL: jair.org

Language: English - Date: 2009-03-01 20:57:56
50Stochastic control / Control theory / Partially observable Markov decision process / Markov decision process / Gaussian function / Continuous function / Statistics / Dynamic programming / Markov processes

Monte Carlo Value Iteration for Continuous-State POMDPs Haoyu Bai, David Hsu, Wee Sun Lee, and Vien A. Ngo Abstract Partially observable Markov decision processes (POMDPs) have been successfully applied to various robot

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Source URL: www.comp.nus.edu.sg

Language: English - Date: 2010-11-12 00:20:12
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