Of Cores: A Partial-Exploration Framework for Markov Decision Processes.
Jan KretínskýTobias MeggendorferPublished in: Log. Methods Comput. Sci. (2020)
Keyphrases
- markov decision processes
- decision theoretic planning
- model based reinforcement learning
- optimal policy
- dynamic programming
- state space
- reinforcement learning
- planning under uncertainty
- infinite horizon
- partially observable
- interval estimation
- finite horizon
- policy iteration
- action selection
- reachability analysis
- transition matrices
- search algorithm