Partially observable restless bandits with restarts: indexability and computation of Whittle index.
Nima AkbarzadehAditya MahajanPublished in: CDC (2022)
Keyphrases
- partially observable
- markov decision processes
- infinite horizon
- state space
- partial observability
- decision problems
- dynamical systems
- optimal control
- partial observations
- reinforcement learning
- markov decision problems
- partially observable environments
- partially observable domains
- semi markov
- belief state
- action models
- random walk
- reward function
- planning domains
- domain independent
- belief space
- probability distribution
- search algorithm
- data structure