stochastic planning

Good-for-MDP State Reduction for Stochastic LTL Planning AAAI 2026 Explain It as Simple as Possible, but No Simpler – Explanation via Model Simplification for Addressing Inferential Gap (Abstract Reprint) IJCAI 2025 Online Planning in MDPs with Stochastic Durative Actions IJCAI 2025 Approximate Inference for Stochastic Planning in Factored Spaces PGM 2022 Beyond Strong-Cyclic: Doing Your Best in Stochastic Environments IJCAI 2022 Learning Probably Approximately Complete and Safe Action Models for Stochastic Worlds AAAI 2022 Stochastic Goal Recognition Design Problems with Suboptimal Agents AAAI 2022 Progression Heuristics for Planning with Probabilistic LTL Constraints AAAI 2021 Deep Reactive Policies for Planning in Stochastic Nonlinear Domains AAAI 2019 Stochastic Goal Recognition Design AAAI 2019 From Stochastic Planning to Marginal MAP NeurIPS 2018 Open Loop Execution of Tree-Search Algorithms IJCAI 2018 Dynamic Resource Allocation for Optimizing Population Diffusion AISTATS 2014 Motion Planning Under Uncertainty In Highly Deformable Environments RSS 2011 The Stochastic Motion Roadmap: A Sampling Framework for Planning with Markov Motion Uncertainty RSS 2007