Online Planning Algorithms for POMDPs.
Stéphane RossJoelle PineauSébastien PaquetBrahim Chaib-draaPublished in: CoRR (2014)
Keyphrases
- partially observable markov decision processes
- orders of magnitude
- data structure
- computational complexity
- dynamic programming
- optimization problems
- distributed constraint optimization
- online algorithms
- partially observable
- theoretical analysis
- computationally efficient
- computational cost
- significant improvement
- reinforcement learning
- learning algorithm
- data sets
- state space
- benchmark datasets
- decision problems
- belief state
- approximate solutions
- website
- social networks