Using Convex Switching Techniques for Partially Observable Decision Processes.
Juri HinzPublished in: IEEE Trans. Autom. Control. (2016)
Keyphrases
- decision processes
- partially observable
- decision problems
- markov decision processes
- markov decision problems
- partial observability
- optimal policy
- partial observations
- state space
- infinite horizon
- partially observable markov decision processes
- reinforcement learning
- dynamical systems
- partially observable environments
- reasoning process
- finite state
- utility function
- np hard
- action models
- computational complexity
- decision process
- dynamic programming
- decision making
- special case
- data mining
- management system
- single agent