Stochastic programming

Results: 538



#Item
401Systems theory / Markov processes / Stochastic control / Equations / Mathematical optimization / Markov decision process / Reinforcement learning / Automated planning and scheduling / Bellman equation / Statistics / Dynamic programming / Control theory

Scaling Up Decentralized MDPs Through Heuristic Search Jilles S. Dibangoye Christopher Amato INRIA Computer Science and AI Laboratory

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Source URL: lis.csail.mit.edu

Language: English - Date: 2013-03-11 16:08:28
402Dynamic programming / Stochastic control / Mathematical sciences / Markov processes / Partially observable Markov decision process / Markov decision process / Reinforcement learning / Algorithm / Mathematical optimization / Statistics / Control theory / Operations research

Producing Efficient Error-bounded Solutions for Transition Independent Decentralized MDPs Jilles S. Dibangoye Christopher Amato

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Source URL: lis.csail.mit.edu

Language: English - Date: 2013-03-11 16:10:29
403Stochastic control / Multi-agent systems / Markov models / Partially observable Markov decision process / Reinforcement learning / Markov decision process / Agent-based model / Markov chain / Affect / Statistics / Markov processes / Dynamic programming

Influence-based Abstraction for Multiagent Systems

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Source URL: people.csail.mit.edu

Language: English - Date: 2012-04-17 07:47:49
404Stochastic control / Partially observable Markov decision process / Markov decision process / Reinforcement learning / Heuristic function / Mathematical optimization / Statistics / Dynamic programming / Markov processes

Optimally Solving Dec-POMDPs as Continuous-State MDPs Jilles Steeve Dibangoye Inria / Universit´e de Lorraine Nancy, France [removed]

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Source URL: lis.csail.mit.edu

Language: English - Date: 2013-08-12 12:17:22
405Dynamic programming / Partially observable Markov decision process / Stochastic control / Pruning / Inner product space / Branch and bound / TATA-binding protein / FO / Control theory / Mathematics / Statistics

Tree-based Solution Methods for Multiagent POMDPs with Delayed Communication Frans A. Oliehoek Matthijs T.J. Spaan

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Source URL: people.csail.mit.edu

Language: English - Date: 2012-05-25 09:33:21
406Stochastic control / Control theory / Logic in computer science / Partially observable Markov decision process / Fluent / Probability / Markov decision process / Statistics / Dynamic programming / Markov processes

Automatic Synthesis of Rules for Planning in Belief Space Leslie Pack Kaelbling MIT CSAIL Cambridge, MA[removed]Email: [removed]

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Source URL: lis.csail.mit.edu

Language: English - Date: 2013-09-24 22:07:15
407Stochastic control / Partially observable Markov decision process / Markov decision process / Reinforcement learning / Danger Hiptop / Economic model / Borland Sidekick / Simulation / S0 / Statistics / Dynamic programming / Markov processes

POMCoP: Belief Space Planning for Sidekicks in Cooperative Games Owen Macindoe, Leslie Pack Kaelbling, and Tom´as Lozano-P´erez CSAIL, 32 Vassar Street Cambridge, Massachusetts, [removed]Abstract

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Source URL: lis.csail.mit.edu

Language: English - Date: 2012-10-18 15:45:42
408Systems theory / Mathematical optimization / Markov processes / Stochastic control / Multi-agent systems / Partially observable Markov decision process / Automated planning and scheduling / Markov decision process / Action selection / Statistics / Dynamic programming / Control theory

Planning with Macro-Actions in Decentralized POMDPs Christopher Amato, George D. Konidaris and Leslie P. Kaelbling MIT CSAIL Cambridge, MA 02139 {camato, gdk, lpk}@csail.mit.edu

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Source URL: lis.csail.mit.edu

Language: English - Date: 2014-03-18 11:50:39
409Cybernetics / Dynamic programming / Stochastic control / Reinforcement learning / Computational neuroscience / Markov decision process / Machine learning / Intelligent agent / Reinforcement / Statistics / Artificial intelligence / Science

Journal of Machine Learning Research[removed]1371 Submitted 10/09; Revised 6/11; Published 5/12 Transfer in Reinforcement Learning via Shared Features George Konidaris

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Source URL: lis.csail.mit.edu

Language: English - Date: 2012-06-08 19:50:16
410Stochastic control / Partially observable Markov decision process / Markov decision process / Reinforcement learning / Multi-agent system / Agent-based model / Heuristic function / Affect / A* search algorithm / Statistics / Dynamic programming / Markov processes

Heuristic Search of Multiagent Influence Space Frans A. Oliehoek1 , Stefan Witwicki2 , and Leslie P. Kaelbling1 1 2

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Source URL: people.csail.mit.edu

Language: English - Date: 2011-12-05 10:35:12
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