Stochastic process

Results: 1129



#Item
761Martingale / Markov chain / Optional stopping theorem / Continuous function / Wiener process / Stochastic differential equation / Itō diffusion / Harris chain / Statistics / Stochastic processes / Martingale theory

Finite-time Regional Verification of Stochastic Nonlinear Systems Jacob Steinhardt Department of Mathematics Massachusetts Institute of Technology Cambridge, Massachusetts[removed]Email: [removed]

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Source URL: groups.csail.mit.edu

Language: English - Date: 2012-09-02 10:48:22
762Systems 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
763Dynamic 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
764Stochastic 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
765Stochastic 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
766Dynamic 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
767Stochastic 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
768Stochastic 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
769Systems 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
770Mathematics / Random variable / Stochastic process / Independence / Parameter / Model theory / Probability theory / Statistics / Probability and statistics

B LOG: Probabilistic Models with Unknown Objects∗ Brian Milch, Bhaskara Marthi, Stuart Russell, David Sontag, Daniel L. Ong and Andrey Kolobov Computer Science Division University of California Berkeley, CA[removed]

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Source URL: www.ijcai.org

Language: English - Date: 2005-07-11 15:52:18
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