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	Online resource allocation using decompositional reinforcement learning [My Copy] In AAAI'05: Proceedings of the 20th national conference on Artificial intelligence (2005), pp. 886-891. by Gerald Tesauro posted to resource-allocation reinforcement-learning mdp decentralised 2005 by ddahlem on 2009-10-14 16:02:57 as
	Monte Carlo Optimization for Conflict Resolution in Air Traffic Control [My Copy] Intelligent Transportation Systems, IEEE Transactions on In Intelligent Transportation Systems, IEEE Transactions on, Vol. 7, No. 4. (04 December 2006), pp. 470-482. by A. L. Visintini, W. Glover, J. Lygeros, J. Maciejowski posted to uncertainty monte-carlo mdp by danhes on 2009-10-02 13:00:47 as along with 2 people jford castillo_grc
	Dynamic Programming and Markov Process (Technology Press Research Monographs) [My Copy] (15 June 1960) by Ronald A. Howard posted to programming mdp markov-process markov dynamic 1960 by ddahlem on 2009-09-23 16:00:52 as
	Solving Generalized Semi-Markov Processes using Continuous Phase-Type Distributions [My Copy] In Proceedings of the Nineteenth National Conference on Artificial Intelligence, (2004), pp. 742-747. by Håkan L. S. Younes, Reid G. Simmons posted to approximate continuous decision markov mdp process semi time by hgfernan on 2009-07-03 02:30:40 as along with 2 people rwm101 AlainDutech
	If multi-agent learning is the answer, what is the question? [My Copy] Artificial Intelligence In Foundations of Multi-Agent Learning, Vol. 171, No. 7. (May 2007), pp. 365-377. by Y. Shoham, R. Powers, T. Grenager posted to 2007 equilibrium game-theory mdp multi-agent nash by ddahlem on 2009-06-26 11:23:45 as along with 3 people gagliol lcigler cblock
	Learning and planning in environments with delayed feedback [My Copy] Autonomous Agents and Multi-Agent Systems, Vol. 18, No. 1. (February 2009), pp. 83-105. by Thomas Walsh, Ali Nouri, Lihong Li, Michael Littman posted to 2009 delay feedback mdp planning reinforcement-learning by ddahlem on 2009-06-26 11:19:19 as
	A Weighted Markov Decision Process [My Copy] OPERATIONS RESEARCH, Vol. 40, No. 6. (1 November 1992), pp. 1180-1187. by Dmitry Krass, Jerzy A. Filar, Sagnik S. Sinha posted to mdp by walp on 2009-06-25 17:08:26 as
	A Stochastic Model of Computer-Human Interaction for Learning Dialogue Strategies [My Copy] In In EUROSPEECH 97 (1997), pp. 1883-1886. by Esther Levin, Roberto Pieraccini posted to dialog dialog_learning mdp by jpeltaso on 2009-05-29 13:02:56 as
	Apprenticeship learning via inverse reinforcement learning [My Copy] In ICML '04: Proceedings of the twenty-first international conference on Machine learning (2004), 1. by Pieter Abbeel, Andrew Y. Ng posted to learning mdp sketch by pwais on 2009-05-13 08:23:04 as
	Compositional Dependability Evaluation for STATEMATE [My Copy] Software Engineering, IEEE Transactions on In Software Engineering, IEEE Transactions on, Vol. 35, No. 2. (2009), pp. 274-292. by E. Bode, M. Herbstritt, H. Hermanns, et al.S. Johr, T. Peikenkamp, R. Pulungan, J. Rakow, R. Wimmer, B. Becker posted to checking ctmc mdp model stochastic by devil13inside on 2009-05-04 12:03:24 as along with 2 people leonardo architect
	On the complexity of policy iteration [My Copy] In Proceedings of the 15th International Conference on Uncertainty in AI (1999), pp. 401-408. by Yishay Mansour, Satinder Singh posted to complexity mdp by mpoloton on 2009-04-07 14:22:00 as
	Polynomial value iteration algorithms for deterministic mdps [My Copy] In In 18 th Conference on Uncertainty in Artificial Intelligence, Vol. 2 (2002) by Omid Madani posted to complexity mdp by mpoloton on 2009-04-07 14:08:31 as
	Network Controlled Joint Radio Resource Management for Heterogeneous Networks [My Copy] Vehicular Technology Conference, 2008. VTC Spring 2008. IEEE In Vehicular Technology Conference, 2008. VTC Spring 2008. IEEE (2008), pp. 1771-1775. by M. Coupechoux, J. M. Kelif, P. Godlewski posted to markov_model acces analytical b3g crrm hsdpa mdp radio rat-selection wlan by xavig on 2009-04-03 17:38:20 as
	On the relationship between MDPs and the BDI architecture [My Copy] In AAMAS '06: Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems (2006), pp. 1041-1048. by Gerardo I. Simari, Simon Parsons posted to agents bdi mdp stochastic-process by Maderlock on 2009-04-03 13:58:03 as
	Hierarchical Apprenticeship Learning with Application to Quadruped Locomotion [My Copy] In NIPS (2007) by Zico J. Kolter, Pieter Abbeel, Andrew Y. Ng edited by John C. Platt, Daphne Koller, Yoram Singer, et al.Sam T. Roweis, John C. Platt, Daphne Koller, Yoram Singer, Sam T. Roweis posted to learning machine mdp by pwais on 2009-03-27 03:02:02 as
	The Complexity of Decentralized Control of Markov Decision Processes [My Copy] Mathematics of Operations Research, Vol. 27, No. 4. (2002), pp. 819-840. by Daniel S. Bernstein, Robert Givan, Neil Immerman, Shlomo Zilberstein posted to 2002 complexity dec-mdp decentralised mdp nexp-complete tiling by ddahlem on 2009-03-18 16:04:24 as along with 1 person ethan_selfridge
	Decentralized Markov Decision Processes with Event-Driven Interactions [My Copy] In AAMAS '04: Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems (2004), pp. 302-309. by Raphen Becker, Shlomo Zilberstein, Victor Lesser posted to 2004 complexity dec-mdp decentralised mdp by ddahlem on 2009-03-15 15:14:19 as
	R-max - a general polynomial time algorithm for near-optimal reinforcement learning [My Copy] Journal of Machine Learning Research, Vol. 3 (2002), pp. 213-231. by Ronen I. Brafman, Moshe Tennenholtz posted to learning mdp pac reinforcement theory by tryingtolearn on 2009-02-04 14:59:08 as along with 1 person bsilverthorn
	Decision-theoretic planning: Structural assumptions and computational leverage [My Copy] Journal of Artificial Intelligence Research, Vol. 11 (1999), pp. 1-94. by Craig Boutilier, Thomas Dean, Steve Hanks posted to decision_theory dtp mdp seminal by robotact on 2009-01-17 09:14:19 as along with 1 person lcigler
	Between MDPs and semi-MDPs: a framework for temporal abstraction in reinforcement learning [My Copy] Artif. Intell., Vol. 112, No. 1-2. (1999), pp. 181-211. by Richard S. Sutton, Doina Precup, Satinder Singh posted to action concepts mdp reinforcement_learning by robotact on 2008-12-18 18:31:12 as along with 5 people pcarbo Maderlock schumach ddahlem stober
	Markov Decision Processes: Discrete Stochastic Dynamic Programming [My Copy] (15 April 1994) by Martin L. Puterman posted to books dynamic machinelearning mdp reinforcementlearning scanned statistics by brian on 2008-11-30 18:40:25 as along with 1 person gagliol
	Symbolic Dynamic Programming for First-order MDPs [My Copy] In In IJCAI (2001), pp. 690-700. by Craig Boutilier, Ray Reiter, Bob Price posted to mdp reinforcement-learning relational by Maderlock on 2008-11-26 23:36:03 as
	Reinforcement learning methods for continuous-time Markov decision problems [My Copy] In Advances in Neural Information Processing Systems 7, Vol. 7 (1995), pp. 393-400. by Steven J. Bradtke, Michael O. Duff posted to 1995 continuous-time markov mdp q-learning queuing-theory reinforcement-learning smdp td temporal-difference by ddahlem on 2008-09-29 15:15:12 as
	Reinforcement learning with via-point representation [My Copy] Neural Networks, Vol. 17, No. 3. (April 2004), pp. 299-305. by Hiroyuki Miyamoto, Jun Morimoto, Kenji Doya, Mitsuo Kawato posted to learning mdp reinforcement by AlainDutech on 2008-08-26 10:18:08 as
	Improving the performance of Q-Learning with locally weighted regression [My Copy] (2001) by Halim Aljibury posted to fastrl learning mdp reinforcement robot by AlainDutech on 2008-08-04 10:16:23 as
	Symbolic Dynamic Programming for First-Order MDPs [My Copy] In IJCAI (2001), pp. 690-700. by Craig Boutilier, Raymond Reiter, Bob Price posted to dynamicprogramming mdp propositionallogic by tkollar on 2008-06-16 13:19:20 as along with 2 people charlesg zengwei
	Generalizing plans to new environments in relational MDPs [My Copy] (2003) by C. Guestrin, D. Koller, C. Gearhart, N. Kanodia posted to graphicalmodels mdp planning relationallearning by tkollar on 2008-06-11 13:34:18 as along with 2 people charlesg trvs2cool
	The complexity of Markov decision processes [My Copy] Math. Oper. Res., Vol. 12, No. 3. (August 1987), pp. 441-450. by Christos Papadimitriou, John N. Tsitsiklis posted to complexity mdp pomdp by AlainDutech on 2008-03-25 11:05:51 as along with 2 people and 4 groups stober euclid Algorithms metric_embeddings TCS Polytopes
	Bandit Based Monte-Carlo Planning [My Copy] Machine Learning: ECML 2006 (2006), pp. 282-293. by Levente Kocsis, Csaba Szepesvári posted to bandit branch_bound mc mdp by neddimitrov on 2008-03-07 00:05:13 as along with 1 person yavnadd
	Bayesian Q-learning [My Copy] In AAAI '98/IAAI '98: Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence (1998), pp. 761-768. by Richard Dearden, Nir Friedman, Stuart Russell posted to bornes exploration learning mdp neuro_info reinforcement by AlainDutech on 2008-03-04 13:26:38 as along with 2 people wnpx mistersheik
	An Optimal Branch-And-Bound Procedure for the Constrained Path, Moving Target Search Problem [My Copy] Operations Research, Vol. 38, No. 1. (1990), pp. 110-114. by James N. Eagle, James R. Yee posted to mdp moving_target search by neddimitrov on 2008-02-28 22:45:53 as
	Search for a Moving Target: The FAB Algorithm [My Copy] Operations Research, Vol. 31, No. 4. (1983), pp. 739-751. by Alan R. Washburn posted to mdp moving_target search by neddimitrov on 2008-02-28 22:44:35 as
	Optimal Search for a Moving Target in Discrete Time and Space [My Copy] Operations Research, Vol. 28, No. 6. (1980), pp. 1275-1289. by Scott S. Brown posted to mdp moving_target search by neddimitrov on 2008-02-28 22:42:45 as along with 1 person abrentnall
	The Optimal Search for a Moving Target When the Search Path is Constrained [My Copy] Operations Research, Vol. 32, No. 5. (1984), pp. 1107-1115. by James N. Eagle posted to mdp moving_target search by neddimitrov on 2008-02-28 22:40:21 as along with 1 person knowlengr
	The Credit Granting Decision [My Copy] Management Science, Vol. 16, No. 6. (1970), pp. B519-B532. by Harold Bierman, Warren H. Hausman posted to consumer credit decision mdp profit by QFRMC on 2008-02-26 11:45:28 as along with 1 group QFRMC_ConsumerCredit
	Robustness in markov decision problems with uncertain transition matrices [My Copy] (2004) by A. Nilim, L. Ghaoui posted to mdp robust by kmregan on 2008-01-15 23:34:10 as
	Robust Control of Markov Decision Processes with Uncertain Transition Matrices [My Copy] Oper. Res., Vol. 53, No. 5. (2005), pp. 780-798. by Arnab Nilim, Laurent E. Ghaoui posted to mdp robust by kmregan on 2008-01-15 23:29:23 as
	Q-learning [My Copy] Machine Learning, Vol. 8, No. 3. (1 May 1992), pp. 279-292. by Christopher J. Watkins, Peter Dayan posted to q-learning mdp markov-decision-process reinforcement-learning by gagliol on 2007-12-17 18:05:56 as along with 4 people nuvious toshiyasu oconnonp slatre
	Dynamic programming [My Copy] (1957) by Richard E. Bellman posted to dynamic-programming markov-decision-process reinforcement-learning mdp by gagliol on 2007-12-17 16:00:04 as along with 3 people kevinstuttgard ruzel gale82
	Rewarding Behaviors [My Copy] In Proceedings of the Thirteenth National Conference on Artificial Intelligence (AAAI-96) (1996), pp. 1160-1167. by Fahiem Bacchus, Craig Boutilier, Adam Grove posted to decision-theory mdp policy pomdp by e_sommerlade on 2007-08-27 23:05:28 as along with 1 person charlesg
	Taming decentralized POMDPs: Towards efficient policy computation for multiagent settings [My Copy] (2003) by R. Nair, M. Tambe, M. Yokoo, D. Pynadath, S. Marsella posted to cooperative decentralized learning mdp multiagent reinforcement by dowlingj on 2007-06-26 11:10:20 as
	The Complexity of Decentralized Control of Markov Decision Processes [My Copy] In UAI '00: Proceedings of the 16th Conference on Uncertainty in Artificial Intelligence (2000), pp. 32-37. by Daniel S. Bernstein, Shlomo Zilberstein, Neil Immerman posted to decentralized dec-mdp mdp by dowlingj on 2007-06-25 17:43:46 as
	Planning under uncertainty in complex structured environments [My Copy] (2003) by Carlos E. Guestrin posted to cooperative dec-mdp factored learning mdp multiagent reinforcement by dowlingj on 2007-06-25 11:07:43 as
	Efficient solution algorithms for factored MDPs [My Copy] Journal of Artificial Intelligence Research, Vol. 19 (2003), pp. 399-468. by C. Guestrin, D. Koller, R. Parr, S. Venkataraman posted to cooperative factored learning mdp multiagent reinforcement by dowlingj on 2007-06-25 10:10:26 as
	Multiagent planning with factored MDPs [My Copy] In In 14th Neural Information Processing Systems (NIPS-14) (2001) by C. Guestrin, D. Koller, R. Parr posted to cooperative dec-mdp factored learning mdp multiagent reinforcement by dowlingj on 2007-06-25 10:07:21 as
	Between MDPs and Semi-MDPs: A Framework for Temporal Abstraction in Reinforcement Learning [My Copy] Artificial Intelligence, Vol. 112, No. 1-2. (1999), pp. 181-211. by Richard S. Sutton, Doina Precup, Satinder P. Singh posted to mdp temporal-abstraction by metropol on 2007-06-21 06:22:55 as along with 2 people cijat Scis0000002
	Solving Very Large Weakly Coupled Markov Decision Processes [My Copy] In AAAI/{IAAI} (1998), pp. 165-172. by Nicolas Meuleau, Milos Hauskrecht, Kee E. Kim, et al.Leonid Peshkin, Leslie Kaelbling, Thomas Dean, Craig Boutilier posted to coupled mdp weakly by eowyn on 2007-03-16 08:24:48 as along with 1 person rwm101
	On Linear Programming in a Markov Decision Problem [My Copy] Management Science, Vol. 16, No. 5. (1970), pp. 281-288. by Eric V. Denardo posted to ai lp mdp by kmregan on 2007-02-19 03:51:08 as
	Direct value-approximation for factored MDPs [My Copy] (2001) by D. Schuurmans, R. Patrascu posted to ai lp mdp by kmregan on 2007-02-18 21:17:18 as
	Complexity Issues in Markov Decision Processes [My Copy] In IEEE Conference on Computational Complexity (1998), pp. 272-280. by Judy Goldsmith, Martin Mundhenk posted to mdp by euclid to the group Polytopes on 2006-11-26 19:27:26 as along with 3 groups Algorithms metric_embeddings TCS

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