probabilistic planning

Probabilistic Hierarchical Goal Network Planning with UCT AAAI 2026 Solving MDPs with LTLf+ and PPLTL+ Temporal Objectives IJCAI 2025 SEEK: Semantic Reasoning for Object Goal Navigation in Real World Inspection Tasks RSS 2024 Stop! Planner Time: Metareasoning for Probabilistic Planning Using Learned Performance Profiles AAAI 2024 DiSProD: Differentiable Symbolic Propagation of Distributions for Planning IJCAI 2023 Heuristic Search for Multi-Objective Probabilistic Planning AAAI 2023 Probabilistic Planning with Prioritized Preferences over Temporal Logic Objectives IJCAI 2023 Learning Probably Approximately Complete and Safe Action Models for Stochastic Worlds AAAI 2022 Dependency Stochastic Boolean Satisfiability: A Logical Formalism for NEXPTIME Decision Problems with Uncertainty AAAI 2021 Learning and Reasoning for Robot Sequential Decision Making under Uncertainty AAAI 2020 Planning with Abstract Learned Models While Learning Transferable Subtasks AAAI 2020 Probabilistic Planning with Sequential Monte Carlo methods ICLR 2019 Cost-Based Goal Recognition for the Path-Planning Domain IJCAI 2018 Operator Counting Heuristics for Probabilistic Planning IJCAI 2018 Relational Reinforcement Learning for Planning with Exogenous Effects JMLR 2017 On the Analysis of Complex Backup Strategies in Monte Carlo Tree Search ICML 2016 Synthesizing Robust Plans under Incomplete Domain Models NeurIPS 2013 Robust Navigation Execution by Planning in Belief Space RSS 2012 Trajectory-Based Short-Sighted Probabilistic Planning NeurIPS 2012