- How to Spice up your Planning under Uncertainty Research Life
- Everything You Always Wanted to Know About Planning
- Relational Dynamic Influence Diagram Language (RDDL): Language Description
- PPDDL1.0: An Extension to PDDL for Expressing Planning Domains with Probabilistic Effects
- Labeled RTDP: Improving the Convergence of Real-Time Dynamic Programming
- LAO*: A heuristic search algorithm that finds solutions with loops
- Heuristic Search Planning with BDDs
- Planning under Risk and Knightian Uncertainty
- Decision-Theoretic Planning: Structural Assumptions and Computational Leverage
- Comments on the Origin and Application of Markov Decision Processes
- A Survey of Monte Carlo Tree Search Methods
- Efficient Solution Algorithms for Factored MDPs
- Strong Probabilistic Planning
- Probabilistic Planning is Multi-objective
- An algorithm for probabilistic planning
- Probabilistic Planning vs Replanning
- Probabilistic roadmaps for path planning in high-dimensional configuration spaces
- From FOND to Probabilistic Planning: Guiding search for quality policies
- FF-Replan: A Baseline for Probabilistic Planning
- Short-Sighted Probabilistic Planning
- Probabilistic Planning via Heuristic Forward Search and Weighted Model Counting
- Conditional, Probabilistic Planning: A Unifying Algorithm and Effective Search Control Mechanisms
- Planning in probabilistic domains using a deterministic numeric planner
- Probabilistic Planning with Sequential Monte Carlo methods
- Compilation Based Approaches to Probabilistic Planning—Thesis Summary