Partially observable Markov decision process

Results: 193



#Item
161Robot control / Estimation theory / Monte Carlo method / Numerical analysis / Probabilistic complexity theory / Algorithm / Particle filter / Partially observable Markov decision process / Computational complexity theory / Statistics / Applied mathematics / Probability and statistics

Simultaneous Localization and Grasping Using Belief Space Planning Robert Platt, Leslie Kaelbling, Tomas Lozano-Perez, and Russ Tedrake Abstract— Most approaches to grasp planning assume that the configurations of the

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Source URL: groups.csail.mit.edu

Language: English - Date: 2011-05-03 00:10:43
162Robot control / Cybernetics / Linear filters / Markov models / Kalman filter / Particle filter / Partially observable Markov decision process / Normal distribution / Recursive Bayesian estimation / Statistics / Control theory / Estimation theory

Efficient planning in non-Gaussian belief spaces and its application to robot grasping Robert Platt, Leslie Kaelbling, Tomas Lozano-Perez, and Russ Tedrake Abstract The limited nature of robot sensors make many important

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Source URL: groups.csail.mit.edu

Language: English - Date: 2011-10-03 13:11:09
163Stochastic control / Optimal control / Estimation theory / Robot control / Kalman filter / Partially observable Markov decision process / Linear-quadratic-Gaussian control / Algebraic Riccati equation / Maximum likelihood / Control theory / Statistics / Systems theory

Belief space planning assuming maximum likelihood observations Robert Platt Jr., Russ Tedrake, Leslie Kaelbling, Tomas Lozano-Perez Computer Science and Artificial Intelligence Laboratory Massachusetts Institute of Techn

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Source URL: groups.csail.mit.edu

Language: English - Date: 2011-02-22 11:30:08
164Stochastic control / Control theory / Partially observable Markov decision process / Markov decision process / Trust / Advice / Statistics / Dynamic programming / Markov processes

Oliehoek-et-al-camready-version.dvi

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Source URL: people.csail.mit.edu

Language: English - Date: 2012-04-11 06:48:59
165Stochastic control / Control theory / Structural engineering / Partially observable Markov decision process / Joist / Markov decision process / Statistics / Dynamic programming / Markov processes

JOIST (Joint Operational Informational Strike Tool)

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Source URL: edocs.nps.edu

Language: English - Date: 2004-12-06 17:08:04
166Dynamic programming / Stochastic control / Estimation theory / Partially observable Markov decision process / Markov decision process / Apprenticeship learning / Reinforcement learning / Conjugate prior / Automated planning and scheduling / Statistics / Markov processes / Markov models

Apprenticeship Learning for Model Parameters of Partially Observable Environments Takaki Makino [removed] Institute of Industrial Science, the University of Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo[removed]Ja

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:20:26
167Stochastic 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: icml.cc

Language: English - Date: 2012-06-07 13:20:16
168Markov processes / Stochastic control / Partially observable Markov decision process / Rate–distortion theory / Entropy / Markov decision process / Statistics / Information theory / Dynamic programming

Bounded Planning in Passive POMDPs Roy Fox Naftali Tishby School of Computer Science and Engineering The Hebrew University

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:20:56
169Stochastic control / Control theory / Partially observable Markov decision process / User interface / Robotics / Markov decision process / Autonomous robot / Statistics / Dynamic programming / Markov processes

pre-print: The 43rd Intl. Symp. on Robotics (ISR2012), Taipei, Taiwan, 29 – 31 August 2012, pp. 1106 – [removed]ML, MAP and greedy POMDP shared control: comparison of wheelchair navigation assistance for switch interfa

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Source URL: lirias.kuleuven.be

Language: English
170Control theory / Stochastic control / Automated planning and scheduling / Markov processes / Planning Domain Definition Language / Finite-state machine / Partially observable Markov decision process / Fluent / XTR / Cybernetics / Applied mathematics / Systems theory

Automatic Derivation of Memoryless Policies and Finite-State Controllers Using Classical Planners Blai Bonet H´ector Palacios

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Source URL: www.dtic.upf.edu

Language: English - Date: 2009-07-01 11:55:19
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