A PSPACE Algorithm for Almost-Sure Rabin Objectives in Multi-Environment MDPs.
Marnix SuilenMarck van der VegtSebastian JungesPublished in: CONCUR (2024)
Keyphrases
- experimental evaluation
- learning algorithm
- times faster
- dynamic programming
- optimization algorithm
- significant improvement
- computational cost
- high accuracy
- computational complexity
- optimal solution
- markov decision processes
- np hard
- worst case
- matching algorithm
- segmentation algorithm
- linear programming
- state space
- mobile robot
- recognition algorithm
- policy search
- path planning
- detection algorithm
- cost function
- k means
- search space
- reinforcement learning