No. 6: Sequential Decision Making for Intelligent Agents
All Papers
The MADP Toolbox: An Open-Source Library for Planning and Learning in (Multi-)Agent Systems
PDFOnline Transfer Learning in Reinforcement Learning Domains
PDFA Parallel Point-Based POMDP Algorithm Leveraging GPUs
PDFPlanning Under Uncertainty with Weighted State Scenarios
PDFAutonomous Electricity Trading Using Time-Of-Use Tariffs in a Competitive Market
PDFMetaphysics of Planning Domain Descriptions
PDFExploiting Anonymity in Approximate Linear Programming: Scaling to Large Multiagent MDPs
PDFOpen Questions for Building Optimal Operation Policies for Dam Management Using Factored Markov Decision Processes
PDFRevisiting Multi-Objective MDPs with Relaxed Lexicographic Preferences
PDFMDPVIS: An Interactive Visualization for Testing Markov Decision Processes
PDFNested Value Iteration for Partially Satisfiable Co-Safe LTL Specifications (Extended Abstract)
PDFComplexity of Self-Preserving, Team-Based Competition in Partially Observable Stochastic Games
PDFHow Is Cooperation/Collusion Sustained in Repeated Multimarket Contact with Observation Errors?
PDFLearning Propositional Functions for Planning and Reinforcement Learning
PDFDeep Recurrent Q-Learning for Partially Observable MDPs
PDFHierarchical Factored POMDP for Joint Tasks: Application to Escort Tasks
PDFCommitment Semantics for Sequential Decision Making Under Reward Uncertainty
PDFProbabilistic Planning for Decentralized Multi-Robot Systems
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