Continuous-Observation Partially Observable Semi-Markov Decision Processes for Machine Maintenance.
Mimi ZhangMatthew ReviePublished in: IEEE Trans. Reliab. (2017)
Keyphrases
- partially observable
- semi markov decision processes
- markov decision processes
- action space
- average reward
- state space
- optimal policy
- partial observability
- reinforcement learning
- markov decision problems
- infinite horizon
- partial observations
- finite state
- dynamical systems
- dynamic programming
- decision problems
- reward function
- partially observable markov decision processes
- belief state
- policy iteration
- markov decision process
- average cost
- decision processes
- function approximation
- heuristic search
- search algorithm