ACM Transactions on Computational Logic (TOCL)
A new decomposition technique for solving Markov decision processes
Proceedings of the 2001 ACM symposium on Applied computing
Principles of intention reconsideration
Proceedings of the fifth international conference on Autonomous agents
Information Theoretic Sensor Data Selection for Active Object Recognition and State Estimation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Vision for Mobile Robot Navigation: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
The computational complexity of boolean and stochastic agent design problems
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 2
Learning Sequences of Compatible Actions Among Agents
Artificial Intelligence Review
Probabilistic Situation Calculus
Annals of Mathematics and Artificial Intelligence
Planning and Control in Artificial Intelligence: A Unifying Perspective
Applied Intelligence
Learning intelligent behavior in a non-stationary and partially observable environment
Artificial Intelligence Review
Control of exploitation-exploration meta-parameter in reinforcement learning
Neural Networks - Computational models of neuromodulation
From Perturbation Analysis to Markov Decision Processes and Reinforcement Learning
Discrete Event Dynamic Systems
Recent Advances in Hierarchical Reinforcement Learning
Discrete Event Dynamic Systems
Learning of plan execution policies for indoor navigation
AI Communications - Special issue on KI-2001
The Complexity of Decentralized Control of Markov Decision Processes
Mathematics of Operations Research
Reactive Navigation Using Reinforment Learning in Situations of POMDPs
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
Progressive Planning for Mobile Robots (A Progress Report)
Revised Papers from the International Seminar on Advances in Plan-Based Control of Robotic Agents,
Decision-Theoretic Control of Planetary Rovers
Revised Papers from the International Seminar on Advances in Plan-Based Control of Robotic Agents,
Experiences with a mobile robotic guide for the elderly
Eighteenth national conference on Artificial intelligence
Perspectives on artificial intelligence planning
Eighteenth national conference on Artificial intelligence
Exploring artificial intelligence in the new millennium
Multi-agent learning in extensive games with complete information
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Contingent planning under uncertainty via stochastic satisfiability
Artificial Intelligence - special issue on planning with uncertainty and incomplete information
Recent Advances in Hierarchical Reinforcement Learning
Discrete Event Dynamic Systems
Wireless LAN location-sensing for security applications
WiSe '03 Proceedings of the 2nd ACM workshop on Wireless security
Learning obstacle avoidance with an operant behavior model
Artificial Life
Probabilistic complex actions in GOLOG
Fundamenta Informaticae
A stochastic programming approach to scheduling in TAC SCM
EC '04 Proceedings of the 5th ACM conference on Electronic commerce
Belief state approaches to signaling alarms in surveillance systems
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Journal of Intelligent and Robotic Systems
Communication for Improving Policy Computation in Distributed POMDPs
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 3
Fitting and Compilation of Multiagent Models through Piecewise Linear Functions
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 3
Interactive POMDPs: Properties and Preliminary Results
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 3
Variance Reduction Techniques for Gradient Estimates in Reinforcement Learning
The Journal of Machine Learning Research
Optimal power and retransmission control policies for random access systems
IEEE/ACM Transactions on Networking (TON)
A Navigation System for Assistant Robots Using Visually Augmented POMDPs
Autonomous Robots
Spoken dialogue management using probabilistic reasoning
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Approximating state estimation in multiagent settings using particle filters
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
Reasoning about joint beliefs for execution-time communication decisions
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
Exploiting belief bounds: practical POMDPs for personal assistant agents
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
Game theoretic Golog under partial observability
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
Dynamic preferences in multi-criteria reinforcement learning
ICML '05 Proceedings of the 22nd international conference on Machine learning
Toward Optimal Classifier System Performance in Non-Markov Environments
Evolutionary Computation
The complexity of agent design problems: Determinism and history dependence
Annals of Mathematics and Artificial Intelligence
Heuristic anytime approaches to stochastic decision processes
Journal of Heuristics
Efficient Discriminant Viewpoint Selection for Active Bayesian Recognition
International Journal of Computer Vision
Strong planning under partial observability
Artificial Intelligence
Region-based value iteration for partially observable Markov decision processes
ICML '06 Proceedings of the 23rd international conference on Machine learning
Decentralized planning under uncertainty for teams of communicating agents
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Winning back the CUP for distributed POMDPs: planning over continuous belief spaces
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Exact solutions of interactive POMDPs using behavioral equivalence
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Representation and timing in theories of the dopamine system
Neural Computation
Cost-sensitive feature acquisition and classification
Pattern Recognition
Dimensions of complexity of intelligent agents
PCAR '06 Proceedings of the 2006 international symposium on Practical cognitive agents and robots
Real-time hierarchical POMDPs for autonomous robot navigation
Robotics and Autonomous Systems
Point-Based Value Iteration for Continuous POMDPs
The Journal of Machine Learning Research
Partially observable Markov decision processes with imprecise parameters
Artificial Intelligence
Media adaptation framework in biofeedback system for stroke patient rehabilitation
Proceedings of the 15th international conference on Multimedia
Interactive dynamic influence diagrams
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Graphical models for online solutions to interactive POMDPs
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Q-value functions for decentralized POMDPs
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Supporting Multiple User Types with a Multimodal Dialog Agent
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Reasoning for a multi-modal service robot considering uncertainty in human-robot interaction
Proceedings of the 3rd ACM/IEEE international conference on Human robot interaction
Dynamic multiagent probabilistic inference
International Journal of Approximate Reasoning
Modeling situated conversational agents as partially observable Markov decision processes
Proceedings of the 13th international conference on Intelligent user interfaces
Learning all optimal policies with multiple criteria
Proceedings of the 25th international conference on Machine learning
Dynamics based control with PSRs
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 1
A dynamic decision network framework for online media adaptation in stroke rehabilitation
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Real World Multi-agent Systems: Information Sharing, Coordination and Planning
Logic, Language, and Computation
An online multi-agent co-operative learning algorithm in POMDPs
Journal of Experimental & Theoretical Artificial Intelligence
CCMAC: coordinated cooperative MAC for wireless LANs
Proceedings of the 11th international symposium on Modeling, analysis and simulation of wireless and mobile systems
Transfer in variable-reward hierarchical reinforcement learning
Machine Learning
Reasoning about actions with sensing under qualitative and probabilistic uncertainty
ACM Transactions on Computational Logic (TOCL)
Learning and planning in environments with delayed feedback
Autonomous Agents and Multi-Agent Systems
A bayesian reinforcement learning approach for customizing human-robot interfaces
Proceedings of the 14th international conference on Intelligent user interfaces
Graphical models for interactive POMDPs: representations and solutions
Autonomous Agents and Multi-Agent Systems
Natural Language Engineering
Reinforcement Learning: A Tutorial Survey and Recent Advances
INFORMS Journal on Computing
Color learning and illumination invariance on mobile robots: A survey
Robotics and Autonomous Systems
A reinforcement learning framework for utility-based scheduling in resource-constrained systems
Future Generation Computer Systems
Applying POMDPs to dialog systems in the troubleshooting domain
NAACL-HLT-Dialog '07 Proceedings of the Workshop on Bridging the Gap: Academic and Industrial Research in Dialog Technologies
Training a real-world POMDP-based dialogue system
NAACL-HLT-Dialog '07 Proceedings of the Workshop on Bridging the Gap: Academic and Industrial Research in Dialog Technologies
A Framework For Human-Aware Robot Planning
Proceedings of the 2008 conference on Tenth Scandinavian Conference on Artificial Intelligence: SCAI 2008
Reinforcement Learning with the Use of Costly Features
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Partially Observable Markov Decision Process Approximations for Adaptive Sensing
Discrete Event Dynamic Systems
Uncertainty handling CMA-ES for reinforcement learning
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Probabilistic Reasoning by SAT Solvers
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
An Uncertainty-Based Belief Selection Method for POMDP Value Iteration
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Decision making in assistive environments using multimodal observations
Proceedings of the 2nd International Conference on PErvasive Technologies Related to Assistive Environments
An instance-based state representation for network repair
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Dynamic programming for partially observable stochastic games
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Incremental least squares policy iteration for POMDPs
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Representing systems with hidden state
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Learning CPG sensory feedback with policy gradient for biped locomotion for a full-body humanoid
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 3
Bitbots: simple robots solving complex tasks
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 3
Approximate solutions of interactive dynamic influence diagrams using model clustering
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
ESP: a logic of only-knowing, noisy sensing and acting
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Indefinite-horizon POMDPs with action-based termination
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Dominance and equivalence for sensor-based agents
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Situated conversational agents
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Continuous state POMDPs for object manipulation tasks
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Generalized point based value iteration for interactive POMDPs
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 1
Markov decision processes for control of a sensor network-based health monitoring system
IAAI'05 Proceedings of the 17th conference on Innovative applications of artificial intelligence - Volume 3
Optimizing anthrax outbreak detection using reinforcement learning
IAAI'07 Proceedings of the 19th national conference on Innovative applications of artificial intelligence - Volume 2
Exploiting symmetries in POMDPs for point-based algorithms
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Symbolic heuristic search value iteration for factored POMDPs
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Planning for human-robot interaction using time-state aggregated POMDPs
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
The Hidden Information State model: A practical framework for POMDP-based spoken dialogue management
Computer Speech and Language
Training and evaluation of the HIS POMDP dialogue system in noise
SIGdial '08 Proceedings of the 9th SIGdial Workshop on Discourse and Dialogue
Value-function approximations for partially observable Markov decision processes
Journal of Artificial Intelligence Research
Speeding up the convergence of value iteration in partially observable Markov decision processes
Journal of Artificial Intelligence Research
Decentralized control of cooperative systems: categorization and complexity analysis
Journal of Artificial Intelligence Research
Solving transition independent decentralized Markov decision processes
Journal of Artificial Intelligence Research
Restricted value iteration: theory and algorithms
Journal of Artificial Intelligence Research
Hybrid BDI-POMDP framework for multiagent teaming
Journal of Artificial Intelligence Research
A framework for sequential planning in multi-agent settings
Journal of Artificial Intelligence Research
Perseus: randomized point-based value iteration for POMDPs
Journal of Artificial Intelligence Research
Engineering a conformant probabilistic planner
Journal of Artificial Intelligence Research
Anytime point-based approximations for large POMDPs
Journal of Artificial Intelligence Research
Closed-loop learning of visual control policies
Journal of Artificial Intelligence Research
An algebraic graphical model for decision with uncertainties, feasibilities, and utilities
Journal of Artificial Intelligence Research
Optimal and approximate Q-value functions for decentralized POMDPs
Journal of Artificial Intelligence Research
Online planning algorithms for POMDPs
Journal of Artificial Intelligence Research
Learning partially observable deterministic action models
Journal of Artificial Intelligence Research
Policy iteration for decentralized control of Markov decision processes
Journal of Artificial Intelligence Research
Monte Carlo sampling methods for approximating interactive POMDPs
Journal of Artificial Intelligence Research
The computational complexity of probabilistic planning
Journal of Artificial Intelligence Research
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Utile distinctions for relational reinforcement learning
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Automatic synthesis of new behaviors from a library of available behaviors
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
State space search for risk-averse agents
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Taming decentralized POMDPs: towards efficient policy computation for multiagent settings
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Point-based value iteration: an anytime algorithm for POMDPs
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Conditional progressive planning under uncertainty
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 1
Conditional planning in the discrete belief space
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Solving POMDPs with continuous or large discrete observation spaces
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Algebraic Markov decision processes
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Learning partially observable deterministic action models
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Using core beliefs for point-based value iteration
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Inverse reinforcement learning in partially observable environments
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Solving POMDPs: RTDP-bel vs. point-based algorithms
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Equivalence relations in fully and partially observable Markov decision processes
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Structured plans and observation reduction for plans with contexts
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Greedy algorithms for sequential sensing decisions
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Speeding up exact solutions of interactive dynamic influence diagrams using action equivalence
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Transfer Learning for Reinforcement Learning Domains: A Survey
The Journal of Machine Learning Research
Posterior weighted reinforcement learning with state uncertainty
Neural Computation
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Investigating clarification strategies in a hybrid POMDP dialog manager
SIGDIAL '10 Proceedings of the 11th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Motion planning under uncertainty for robotic tasks with long time horizons
International Journal of Robotics Research
Learning visual representations for perception-action systems
International Journal of Robotics Research
Person tracking based on a hybrid neural probabilistic model
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Abstract policy evaluation for reactive agents
SARA'05 Proceedings of the 6th international conference on Abstraction, Reformulation and Approximation
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