Partially observable Markov decision process

Results: 193



#Item
121Robot 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

Add to Reading List

Source URL: people.csail.mit.edu

Language: English - Date: 2011-10-05 18:46:47
122Formal languages / Dynamic programming / Partially observable Markov decision process / Stochastic control / Object recognition / Interpretation / Function / Motion planning / Limit / Mathematics / Statistics / Logic

Task-Driven Tactile Exploration Kaijen Hsiao Willow Garage Menlo Park, CA Email: [removed]

Add to Reading List

Source URL: people.csail.mit.edu

Language: English - Date: 2012-06-11 20:17:07
123Warning systems / Dynamic programming / Stochastic control / Safety / Control theory / Traffic collision avoidance system / Collision avoidance / Partially observable Markov decision process / Airborne collision avoidance system / Statistics / Avionics / Aircraft collision avoidance systems

Collision Avoidance for Unmanned Aircraft using Markov Decision Processes∗ Selim Temizer†, Mykel J. Kochenderfer‡, Leslie P. Kaelbling§, Tom´as Lozano-P´erez¶, and James K. Kuchark Before unmanned aircraft can

Add to Reading List

Source URL: people.csail.mit.edu

Language: English - Date: 2010-01-08 09:25:41
124Stochastic control / Computing / Partially observable Markov decision process / Reinforcement learning / Automated planning and scheduling / FO / SQL / Blocks world / Statistics / Dynamic programming / Markov processes

Envelope-based Planning in Relational MDPs Natalia H. Gardiol MIT AI Lab Cambridge, MA[removed]removed]

Add to Reading List

Source URL: people.csail.mit.edu

Language: English - Date: 2004-07-01 07:47:55
125Kalman filter / Normal distribution / Partially observable Markov decision process / Maximum likelihood / Particle filter / Statistical hypothesis testing / Statistics / Robot control / Estimation theory

Computer Science and Artificial Intelligence Laboratory Technical Report MIT-CSAIL-TR[removed]August 27, 2011

Add to Reading List

Source URL: people.csail.mit.edu

Language: English - Date: 2012-06-11 20:17:52
126Symbol / Robot / Control theory / Applied mathematics / Mathematical sciences / Motion planning / Theoretical computer science / Partially observable Markov decision process

Domain and Plan Representation for Task and Motion Planning in Uncertain Domains Leslie Pack Kaelbling and Tom´as Lozano-P´erez I. I NTRODUCTION As robots become more physically robust and capable of sophisticated sens

Add to Reading List

Source URL: people.csail.mit.edu

Language: English - Date: 2012-06-11 20:17:42
127Estimation theory / Optimal control / Stochastic control / Robot control / Kalman filter / Partially observable Markov decision process / Linear-quadratic-Gaussian control / Algebraic Riccati equation / Maximum likelihood / Control theory / Systems theory / Cybernetics

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

Add to Reading List

Source URL: people.csail.mit.edu

Language: English - Date: 2010-06-04 04:19:00
128Stochastic control / Reinforcement learning / Computational neuroscience / Partially observable Markov decision process / Machine learning / Markov decision process / Q-learning / Self-reconfiguring modular robot / SARSA / Statistics / Dynamic programming / Markov processes

Automated Design of Adaptive Controllers for Modular Robots using Reinforcement Learning Paulina Varshavskaya, Leslie Pack Kaelbling and Daniela Rus Computer Science and AI Laboratory Massachusetts Institute of Technolog

Add to Reading List

Source URL: people.csail.mit.edu

Language: English - Date: 2007-09-07 17:21:08
129Cognition / Dynamic programming / Partially observable Markov decision process / Stochastic control / Robot navigation / Motion planning / Automated planning and scheduling / Robotic mapping / Free will / Statistics / Science / Knowledge

Computer Science and Artificial Intelligence Laboratory Technical Report MIT-CSAIL-TR[removed]July 3, 2012

Add to Reading List

Source URL: dspace.mit.edu

Language: English - Date: 2012-07-04 02:02:59
130Symbol / Robot / Control theory / Applied mathematics / Mathematical sciences / Motion planning / Theoretical computer science / Partially observable Markov decision process

Domain and Plan Representation for Task and Motion Planning in Uncertain Domains Leslie Pack Kaelbling and Tom´as Lozano-P´erez I. I NTRODUCTION As robots become more physically robust and capable of sophisticated sens

Add to Reading List

Source URL: people.csail.mit.edu

Language: English - Date: 2011-09-29 11:56:44
UPDATE