Markov decision process

Results: 537



#Item
31Operations research / Dynamic programming / Mathematical optimization / Equations / Decision theory / Reinforcement learning / Markov decision process / Bellman equation / Policy / Partially observable Markov decision process

Journal of Artificial Intelligence Research Submitted 3/13; publishedA Survey of Multi-Objective Sequential Decision-Making Diederik M. Roijers

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Source URL: arxiv.org

Language: English - Date: 2014-02-04 20:03:22
32Dynamic programming / Markov processes / Stochastic control / Robot control / Generalized functions / Kalman filter / Distribution / Partially observable Markov decision process / Markov decision process / Loss function / Covariance

Optimal Path Planning and Resource Allocation for Active Target Localization Charles Freundlich, Philippos Mordohai, and Michael M. Zavlanos Abstract— This paper addresses optimal path planning and resource allocation

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Source URL: www.cs.stevens.edu

Language: English - Date: 2015-04-28 19:49:30
33Markov processes / Markov models / Mathematical optimization / Stochastic control / Dynamic programming / Markov decision process / Beamforming / Reinforcement learning / Optimal control / Markov chain / Q-learning / Control theory

1 On Stochastic Feedback Control for Multi-antenna Beamforming: Formulation and Low-Complexity Algorithms Sun Sun, Min Dong, and Ben Liang

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Source URL: www.comm.utoronto.ca

Language: English - Date: 2014-05-05 14:44:36
34Operations research / Machine learning / Belief revision / Reinforcement learning / Dynamic programming / Markov decision process / Mathematical optimization / Supervised learning

Boosted Bellman Residual Minimization Handling Expert Demonstrations Bilal Piot1,2 , Matthieu Geist1,2 , Olivier Pietquin3 1 3

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Source URL: www.metz.supelec.fr

Language: English - Date: 2014-07-15 03:12:51
35Artificial neural networks / Computational neuroscience / Cybernetics / Belief revision / Reinforcement learning / Recurrent neural network / Q-learning / Long short-term memory / DQN / Markov decision process / Sepp Hochreiter / Artificial intelligence

Language Understanding for Text-based Games using Deep Reinforcement Learning Karthik Narasimhan∗ CSAIL, MIT

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Source URL: www.emnlp2015.org

Language: English - Date: 2015-09-04 01:25:56
36Theoretical computer science / Markov processes / Model checkers / Markov models / Probabilistic bisimulation / Markov chain / Bisimulation / Splay tree / Algorithm / PRISM model checker / Markov decision process / Probabilistic CTL

PDF Document

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Source URL: www.hieratic.eu

Language: English
37Statistical classification / Dynamic programming / Stochastic control / Computational neuroscience / Reinforcement learning / Loss function / Markov decision process / Artificial neural network / Support vector machine / Expected value / Valuation / Stochastic programming

Inverse Reinforcement Learning through Structured Classification Edouard Klein1,2 LORIA – team ABC Nancy, France

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Source URL: www.ilhaire.eu

Language: English - Date: 2012-12-24 07:54:32
38Markov processes / Machine learning / Markov models / Predictive state representation / Matrix / Markov chain / Markov decision process / G factor

Compressed Predictive States Efficient Learning and Planning with Compressed Predictive States arXiv:1312.0286v2 [cs.LG] 20 Jul 2014

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Source URL: arxiv.org

Language: English - Date: 2014-07-21 22:14:47
39Belief revision / Reinforcement learning / Geometric primitive / Markov decision process / Artificial neural network / Motor control / Line / Loss function / Machine learning

Motor Primitive Discovery Philip S. Thomas Andrew G. Barto Department of Computer Science

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Source URL: psthomas.com

Language: English - Date: 2013-11-16 15:49:34
40Fisheries / Fluid dynamics / Mathematical analysis / Dipole / Electromagnetism / Potential theory / Reinforcement learning / Swarm behaviour / Shoaling and schooling / Vorticity / Q-learning / Markov decision process

J. Fluid Mech), vol. 789, pp. 726–749. doi:jfmc Cambridge University Press 2016

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Source URL: www.cse-lab.ethz.ch

Language: English - Date: 2016-02-10 05:23:25
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