Search results for "Partially observable Markov decision processes"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
2	Yuki Taniguchi, Takeshi Mori, Shin Ishii	A Continuous Internal-State Controller for Partially Observable Markov Decision Processes.	ICANN	2008	DBLP DOI BibTeX RDF
2	Derek W. Seward, Conrad Pace, Rahee Agate	Safe and effective navigation of autonomous robots in hazardous environments.	Auton. Robots	2007	DBLP DOI BibTeX RDF	Task effective, Safety, Risk analysis, Autonomous vehicles, Partially observable Markov decision processes, Unstructured environments, Real-time control system, Robot architecture
2	Kaustubh R. Joshi, William H. Sanders, Matti A. Hiltunen, Richard D. Schlichting	Automatic Recovery Using Bounded Partially Observable Markov Decision Processes.	DSN	2006	DBLP DOI BibTeX RDF
2	Masoumeh T. Izadi, Doina Precup	Using Rewards for Belief State Updates in Partially Observable Markov Decision Processes.	ECML	2005	DBLP DOI BibTeX RDF
2	Hyeong Soo Chang, Robert Givan, Edwin K. P. Chong	Parallel Rollout for Online Solution of Partially Observable Markov Decision Processes.	Discrete Event Dynamic Systems	2004	DBLP DOI BibTeX RDF	rollout, multiclass scheduling, simulation, buffer management, partially observable Markov decision process
1	A. Vozikis, J. E. Goulionis, V. K. Benos	The partially observable Markov decision processes in healthcare: an application to patients with ischemic heart disease (IHD).	Operational Research	2012	DBLP DOI BibTeX RDF
1	Fabio Martinelli, Charles Morisset	Quantitative access control with partially-observable Markov decision processes.	CODASPY	2012	DBLP DOI BibTeX RDF
1	Stéphane Ross, Joelle Pineau, Brahim Chaib-draa, Pierre Kreitmann	A Bayesian Approach for Learning and Planning in Partially Observable Markov Decision Processes.	Journal of Machine Learning Research	2011	DBLP BibTeX RDF
1	John Goulionis, D. Stengos	Partially Observable Markov Decision Processes and periodic Policies with Applications.	International Journal of Information Technology and Decision Making	2011	DBLP DOI BibTeX RDF
1	Nevin Lianwen Zhang, Weihong Zhang	Speeding Up the Convergence of Value Iteration in Partially Observable Markov Decision Processes	CoRR	2011	DBLP BibTeX RDF
1	Judy Goldsmith, Christopher Lusena, Martin Mundhenk	Nonapproximability Results for Partially Observable Markov Decision Processes	CoRR	2011	DBLP BibTeX RDF
1	Milos Hauskrecht	Value-Function Approximations for Partially Observable Markov Decision Processes	CoRR	2011	DBLP BibTeX RDF
1	Harold Soh, Yiannis Demiris	Evolving policies for multi-reward partially observable markov decision processes (MR-POMDPs).	GECCO	2011	DBLP DOI BibTeX RDF
1	Emad Saad	Learning to Act Optimally in Partially Observable Markov Decision Processes Using Hybrid Probabilistic Logic Programs.	SUM	2011	DBLP DOI BibTeX RDF
1	Rajneesh Sharma, Matthijs T. J. Spaan	Fuzzy reinforcement learning control for decentralized partially observable Markov decision processes.	FUZZ-IEEE	2011	DBLP DOI BibTeX RDF
1	Nathalie Bertrand, Blaise Genest	Minimal Disclosure in Partially Observable Markov Decision Processes.	FSTTCS	2011	DBLP DOI BibTeX RDF
1	Hao Zhang	Partially Observable Markov Decision Processes: A Geometric Technique and Analysis.	Operations Research	2010	DBLP DOI BibTeX RDF
1	Emad Saad	Reinforcement Learning in Partially Observable Markov Decision Processes using Hybrid Probabilistic Logic Programs	CoRR	2010	DBLP BibTeX RDF
1	Pascal Poupart	Partially Observable Markov Decision Processes.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Krishnendu Chatterjee, Laurent Doyen, Thomas A. Henzinger	Qualitative Analysis of Partially-Observable Markov Decision Processes.	MFCS	2010	DBLP DOI BibTeX RDF
1	Toyomi Meguro, Ryuichiro Higashinaka, Yasuhiro Minami, Kohji Dohsaka	Controlling Listening-oriented Dialogue using Partially Observable Markov Decision Processes.	COLING	2010	DBLP BibTeX RDF
1	Yong (Yates) Lin, Kyungseo Park, Fillia Makedon	From dialogue management to pervasive interaction based assistive technology.	PETRA	2010	DBLP DOI BibTeX RDF	pervasive interaction, multimodal, POMDP, assistive environment
1	Augusto Cesar Espíndola Baffa, Angelo E. M. Ciarlini	Modeling POMDPs for generating and simulating stock investment policies.	SAC	2010	DBLP DOI BibTeX RDF	simulation, stock market, POMDP, technical analysis
1	Krishnendu Chatterjee, Laurent Doyen, Thomas A. Henzinger	Qualitative Analysis of Partially-observable Markov Decision Processes	CoRR	2009	DBLP BibTeX RDF
1	Pablo Samuel Castro, Prakash Panangaden, Doina Precup	Equivalence Relations in Fully and Partially Observable Markov Decision Processes.	IJCAI	2009	DBLP BibTeX RDF
1	Camille Besse, Brahim Chaib-draa	Quasi-Deterministic Partially Observable Markov Decision Processes.	ICONIP	2009	DBLP DOI BibTeX RDF
1	Michael R. James, Satinder P. Singh	SarsaLandmark: an algorithm for learning in POMDPs with landmarks.	AAMAS	2009	DBLP DOI BibTeX RDF	reinforcement learning, landmark, POMDP, partial observability
1	Frans A. Oliehoek, Shimon Whiteson, Matthijs T. J. Spaan	Lossless clustering of histories in decentralized POMDPs.	AAMAS	2009	DBLP DOI BibTeX RDF	decentralized POMDPs, planning under uncertainty, cooperative multiagent systems
1	Verena Heidrich-Meisner, Christian Igel	Uncertainty handling CMA-ES for reinforcement learning.	GECCO	2009	DBLP DOI BibTeX RDF	covariance matrix adaptation evolution strategy, direct policy search, reinforcement learning, uncertainty handling
1	Abdeslam Boularias, Brahim Chaib-draa	Predictive representations for policy gradient in POMDPs.	ICML	2009	DBLP DOI BibTeX RDF
1	Patrick Dallaire, Camille Besse, Stéphane Ross, Brahim Chaib-draa	Bayesian reinforcement learning in continuous POMDPs with gaussian processes.	IROS	2009	DBLP DOI BibTeX RDF
1	Yunxia Chen, Qing Zhao, Ananthram Swami	Distributed Spectrum Sensing and Access in Cognitive Radio Networks With Energy Constraint.	IEEE Transactions on Signal Processing	2009	DBLP DOI BibTeX RDF
1	Sylvie C. W. Ong, David Hsu, Wee Sun Lee, Hanna Kurniawati	Partially Observable Markov Decision Process (POMDP) Technologies for Sign Language Based Human-Computer Interaction.	HCI	2009	DBLP DOI BibTeX RDF	human-computer interaction, Sign language recognition, planning under uncertainty
1	Prashant Doshi, Yifeng Zeng, Qiongyu Chen	Graphical models for interactive POMDPs: representations and solutions.	Autonomous Agents and Multi-Agent Systems	2009	DBLP DOI BibTeX RDF	Interactive POMDPs, Sequential multiagent decision making, Probabilistic graphical models
1	Yanjie Li, Baoqun Yin, Hongsheng Xi	Partially Observable Markov Decision Processes and Performance Sensitivity Analysis.	IEEE Transactions on Systems, Man, and Cybernetics, Part B	2008	DBLP DOI BibTeX RDF
1	Yaodong Ni, Zhi-Qiang Liu	Bounded-Parameter Partially Observable Markov Decision Processes.	ICAPS	2008	DBLP BibTeX RDF
1	Will Thompson, Darren Gergle	Modeling situated conversational agents as partially observable Markov decision processes.	IUI	2008	DBLP DOI BibTeX RDF	situated conversational agents, decision-theoretic planning
1	Sven R. Schmidt-Rohr, Steffen Knoop, Martin Lösch, Rüdiger Dillmann	Reasoning for a multi-modal service robot considering uncertainty in human-robot interaction.	HRI	2008	DBLP DOI BibTeX RDF	robot decision making, pomdp, HRI
1	Finale Doshi, Joelle Pineau, Nicholas Roy	Reinforcement learning with limited reinforcement: using Bayes risk for active learning in POMDPs.	ICML	2008	DBLP DOI BibTeX RDF
1	Enlu Zhou, Michael C. Fu, Steven I. Marcus	A density projection approach to dimension reduction for continuous-state POMDPs.	CDC	2008	DBLP DOI BibTeX RDF
1	Abdeslam Boularias, Masoumeh T. Izadi, Brahim Chaib-draa	Prediction-Directed Compression of POMDPs.	ICMLA	2008	DBLP DOI BibTeX RDF
1	Stéphane Ross, Brahim Chaib-draa, Joelle Pineau	Bayesian reinforcement learning in continuous POMDPs with application to robot navigation.	ICRA	2008	DBLP DOI BibTeX RDF
1	Ai-Hua Bian, Chong-Jun Wang, Shifu Chen	Preprocessing for Point-Based Algorithms of POMDPs.	ICTAI	2008	DBLP DOI BibTeX RDF
1	Zonghua Zhang, Farid Naït-Abdesselam, Pin-Han Ho	Boosting Markov Reward Models for Probabilistic Security Evaluation by Characterizing Behaviors of Attacker and Defender.	ARES	2008	DBLP DOI BibTeX RDF	Network security, anomaly detection, security evaluation, Markov Reward Models
1	Masoumeh T. Izadi, Doina Precup	Point-Based Planning for Predictive State Representations.	Canadian Conference on AI	2008	DBLP DOI BibTeX RDF
1	Sarah Filippi, Olivier Cappé, Fabrice Clérot, Eric Moulines	A Near Optimal Policy for Channel Allocation in Cognitive Radio.	EWRL	2008	DBLP DOI BibTeX RDF
1	Christel Baier, Nathalie Bertrand, Marcus Größer	On Decision Problems for Probabilistic Büchi Automata.	FoSSaCS	2008	DBLP DOI BibTeX RDF
1	Steven David Prestwich, Armagan Tarim, Roberto Rossi, Brahim Hnich	A Cultural Algorithm for POMDPs from Stochastic Inventory Control.	Hybrid Metaheuristics	2008	DBLP DOI BibTeX RDF
1	Jesse Hoey, James J. Little	Value-Directed Human Behavior Analysis from Video Using Partially Observable Markov Decision Processes.	IEEE Trans. Pattern Anal. Mach. Intell.	2007	DBLP DOI BibTeX RDF	machine learning, dynamic programming, motion, video analysis, statistical models, clustering algorithms, control theory, Face and gesture recognition, parameter learning
1	Abraham Grosfeld-Nir	Control limits for two-state partially observable Markov decision processes.	European Journal of Operational Research	2007	DBLP DOI BibTeX RDF
1	Shihao Ji, Ronald Parr, Lawrence Carin	Nonmyopic Multiaspect Sensing With Partially Observable Markov Decision Processes.	IEEE Transactions on Signal Processing	2007	DBLP DOI BibTeX RDF
1	Hideaki Itoh, Kiyohiko Nakamura	Partially observable Markov decision processes with imprecise parameters.	Artif. Intell.	2007	DBLP DOI BibTeX RDF
1	Jason D. Williams, Steve Young	Partially observable Markov decision processes for spoken dialog systems.	Computer Speech & Language	2007	DBLP DOI BibTeX RDF
1	Nicholas Armstrong-Crews, Manuela M. Veloso	Oracular Partially Observable Markov Decision Processes: A Very Special Case.	ICRA	2007	DBLP DOI BibTeX RDF
1	Doran Chakraborty, Sandip Sen	Distributed intrusion detection in partially observable Markov decision processes.	AAMAS	2007	DBLP DOI BibTeX RDF	fault tolerance, multiagent planning
1	Olivier Buffet, Alain Dutech, François Charpillet	Shaping multi-agent systems with gradient reinforcement learning.	Autonomous Agents and Multi-Agent Systems	2007	DBLP DOI BibTeX RDF	Policy-gradient, Multi-agent systems, Reinforcement learning, Shaping, Partially observable Markov decision processes
1	Anton Chechetka, Katia P. Sycara	Subjective approximate solutions for decentralized POMDPs.	AAMAS	2007	DBLP DOI BibTeX RDF	perception and action, coordination, cooperation, teamwork, multiagent planning
1	Prashant Doshi, Yifeng Zeng, Qiongyu Chen	Graphical models for online solutions to interactive POMDPs.	AAMAS	2007	DBLP DOI BibTeX RDF	dynamic influence diagrams, decision-making, agent modeling
1	Kyle Polich, Piotr J. Gmytrasiewicz	Interactive dynamic influence diagrams.	AAMAS	2007	DBLP DOI BibTeX RDF
1	Ping Xuan	Modeling plan coordination in multiagent decision processes.	AAMAS	2007	DBLP DOI BibTeX RDF	coordination, multiagent systems, cooperation, teamwork, multiagent planning
1	Maciej A. Mazurowski, Jacek M. Zurada	Solving decentralized multi-agent control problems with genetic algorithms.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
1	Le Tien Dung, Takashi Komeda, Motoki Takagi	Mixed Reinforcement Learning for Partially Observable Markov Decision Process.	CIRA	2007	DBLP DOI BibTeX RDF
1	Mohammad Rezaeian	Sensor Scheduling for Optimal Observability Using Estimation Entropy.	PerCom Workshops	2007	DBLP DOI BibTeX RDF
1	J. D. Williams, S. Young	Scaling POMDPs for Spoken Dialog Management.	IEEE Transactions on Audio, Speech & Language Processing	2007	DBLP DOI BibTeX RDF
1	Stephan Timmer, Martin Riedmiller	Safe Q-Learning on Complete History Spaces.	ECML	2007	DBLP DOI BibTeX RDF
1	Daan Wierstra, Jürgen Schmidhuber	Policy Gradient Critics.	ECML	2007	DBLP DOI BibTeX RDF
1	Yuichi Yabu, Makoto Yokoo, Atsushi Iwasaki	Multiagent Planning with Trembling-Hand Perfect Equilibrium in Multiagent POMDPs.	PRIMA	2007	DBLP DOI BibTeX RDF	Trembling-hand perfect equilibrium, Multiagent systems, Nash equilibrium, Partially Observable Markov Decision Process
1	Francisco S. Melo, M. Isabel Ribeiro	Transition Entropy in Partially Observable Markov Decision Processes.	IAS	2006	DBLP BibTeX RDF
1	Hui Li, Xuejun Liao, Lawrence Carin	Region-based value iteration for partially observable Markov decision processes.	ICML	2006	DBLP DOI BibTeX RDF
1	Nathan Brannon, Gregory Conrad, Timothy Draelos, John Seiffertt, Donald C. Wunsch	Information Fusion and Situation Awareness using ARTMAP and Partially Observable Markov Decision Processes.	IJCNN	2006	DBLP DOI BibTeX RDF
1	Matthijs T. J. Spaan, Geoffrey J. Gordon, Nikos A. Vlassis	Decentralized planning under uncertainty for teams of communicating agents.	AAMAS	2006	DBLP DOI BibTeX RDF	decentralized POMDPs, artificial intelligence, planning under uncertainty, cooperative multiagent systems
1	Deepak Verma, Rajesh P. N. Rao	Planning and Acting in Uncertain Environments using Probabilistic Inference.	IROS	2006	DBLP DOI BibTeX RDF
1	Masoumeh T. Izadi, Doina Precup, Danielle Azar	Belief Selection in Point-Based Planning Algorithms for POMDPs.	Canadian Conference on AI	2006	DBLP DOI BibTeX RDF
1	Jeongsoo Han	Network-Adaptive QoS Routing Using Local Information.	APNOMS	2006	DBLP DOI BibTeX RDF	Localized Adaptive QoS Routing, Exploration Bonus, Certainty Equivalency Approximation, Edge-disjoint multi-path, Reinforcement Learning, POMDP
1	Joaquín Lopez Fernández, Rafael Sanz, Reid G. Simmons, Amador R. Diéguez	Heuristic anytime approaches to stochastic decision processes.	J. Heuristics	2006	DBLP DOI BibTeX RDF	Planning, Heuristic algorithms, POMDP, Partially observable Markov decision process, Decision Systems
1	Hiroshi Osada, Satoshi Fujita	CHQ: A Multi-Agent Reinforcement Learning Scheme for Partially Observable Markov Decision Processes.	IEICE Transactions	2005	DBLP DOI BibTeX RDF
1	Koichiro Takita, Masafumi Hagiwara	A pulse neural network reinforcement learning algorithm for partially observable Markov decision processes.	Systems and Computers in Japan	2005	DBLP DOI BibTeX RDF
1	Robin Jaulmes, Joelle Pineau, Doina Precup	Active Learning in Partially Observable Markov Decision Processes.	ECML	2005	DBLP DOI BibTeX RDF
1	María Elena López Guillén, Luis Miguel Bergasa, Rafael Barea, María Soledad Escudero	A Navigation System for Assistant Robots Using Visually Augmented POMDPs.	Auton. Robots	2005	DBLP DOI BibTeX RDF	probabilistic navigation, multisensorial fusion, assistant robots, Partially Observable Markov Decision Processes, planning under uncertainty
1	Anthony R. Cassandra, Marian H. Nodine, Shilpa Bondale, Steve Ford, David L. Wells	Using decision-theoretic models to enhance agent system survivability.	AAMAS	2005	DBLP DOI BibTeX RDF
1	Chenggang Wang, James G. Schmolze	Planning with POMDPs Using a Compact, Logic-Based Representation.	ICTAI	2005	DBLP DOI BibTeX RDF
1	J. S. Ivy, S. M. Pollock	Marginally monotonic maintenance policies for a multi-state deteriorating machine with probabilistic monitoring, and silent failures.	IEEE Transactions on Reliability	2005	DBLP DOI BibTeX RDF
1	Francisco Martín, Vicente Matellán, José María Cañas, Pablo Barrera	Visual Based Localization for a Legged Robot.	RoboCup	2005	DBLP DOI BibTeX RDF
1	María Elena López Guillén, Rafael Barea, Luis Miguel Bergasa, María Soledad Escudero	A Human-Robot Cooperative Learning System for Easy Installation of Assistant Robots in New Working Environments.	Journal of Intelligent and Robotic Systems	2004	DBLP DOI BibTeX RDF	probabilistic navigation, learning under uncertainty, expectation-maximization algorithm, assistant robots, partially observable Markov decision processes
1	Matthew Rosencrantz, Geoffrey J. Gordon, Sebastian Thrun	Learning low dimensional predictive representations.	ICML	2004	DBLP DOI BibTeX RDF
1	Daan Wierstra, Marco Wiering	Utile distinction hidden Markov models.	ICML	2004	DBLP DOI BibTeX RDF
1	Piotr J. Gmytrasiewicz, Prashant Doshi	Interactive POMDPs: Properties and Preliminary Results.	AAMAS	2004	DBLP DOI BibTeX RDF
1	Hiroshi Osada, Satoshi Fujita	CHQ: A Multi-Agent Reinforcement Learning Scheme CHQ: A Multi-Agent Reinforcement Learning Scheme.	IAT	2004	DBLP DOI BibTeX RDF
1	Georgios Theocharous, Kevin P. Murphy, Leslie Pack Kaelbling	Representing Hierarchical POMDPs as DBNs for Multi-scale Robot Localization.	ICRA	2004	DBLP DOI BibTeX RDF
1	Arthur Plínio de S. Braga, Aluizio F. R. Araújo, Jeremy Wyatt	Incremental topological reinforcement learning agent in non-structured environments.	SMC	2004	DBLP DOI BibTeX RDF
1	Rinat Khoussainov	Towards Well-Defined Multi-agent Reinforcement Learning.	AIMSA	2004	DBLP DOI BibTeX RDF
1	Gabriel Catalin Balan, Sean Luke	A Demonstration of Neural Programming Applied to Non-Markovian Problems.	GECCO	2004	DBLP DOI BibTeX RDF
1	Piotr J. Gmytrasiewicz	Issues in Rational Planning in Multi-Agent Settings. (PDF / PS)	HICSS	2003	DBLP DOI BibTeX RDF
1	Bharaneedharan Rathnasabapathy, Piotr J. Gmytrasiewicz	Formalizing Multi-Agent POMDP's in the context of network routing. (PDF / PS)	HICSS	2003	DBLP DOI BibTeX RDF
1	Nicholas Roy, Geoffrey J. Gordon, Sebastian Thrun	Planning under Uncertainty for Reliable Health Care Robotics.	FSR	2003	DBLP DOI BibTeX RDF
1	Blai Bonet	An epsilon-Optimal Grid-Based Algorithm for Partially Observable Markov Decision Processes.	ICML	2002	DBLP BibTeX RDF
1	Iadine Chades, Bruno Scherrer, François Charpillet	A heuristic approach for solving decentralized-POMDP: assessment on the pursuit problem.	SAC	2002	DBLP DOI BibTeX RDF	decision theoretic agents, multiagent systems
1	Bruno Scherrer, François Charpillet	Cooperative Co-Learning: A Model-Based Approach for Solving Multi Agent Reinforcement Problems.	ICTAI	2002	DBLP DOI BibTeX RDF
1	Martijn C. Schut, Michael Wooldridge, Simon Parsons	On Partially Observable MDPs and BDI Models.	Foundations and Applications of Multi-Agent Systems	2002	DBLP DOI BibTeX RDF
1	Christopher Lusena, Judy Goldsmith, Martin Mundhenk	Nonapproximability Results for Partially Observable Markov Decision Processes.	J. Artif. Intell. Res. (JAIR)	2001	DBLP DOI BibTeX RDF