Optimizing Sequential Medical Treatments with Auto-Encoding Heuristic Search in POMDPs.
Luchen LiMatthieu KomorowskiAldo A. FaisalPublished in: CoRR (2019)
Keyphrases
- heuristic search
- state space
- search algorithm
- reinforcement learning
- search space
- constraint satisfaction
- belief state
- planning problems
- partially observable markov decision processes
- partially observable
- markov decision processes
- search strategies
- heuristic search algorithms
- bidirectional search
- pattern databases
- optimal planning
- search problems
- beam search
- heuristic function
- automated planning
- state space search
- forward search
- belief space
- orders of magnitude
- plan quality
- dynamic programming
- ai planning
- dynamical systems
- planning under uncertainty