Expert-guided Symmetry Detection in Markov Decision Processes.
Giorgio AngelottiNicolas DrougardCaroline P. C. ChanelPublished in: ICAART (2) (2022)
Keyphrases
- markov decision processes
- symmetry detection
- state space
- dynamic programming
- optimal policy
- policy iteration
- reinforcement learning
- finite state
- transition matrices
- decision theoretic planning
- rotational symmetry
- reinforcement learning algorithms
- reachability analysis
- average cost
- partially observable
- planning under uncertainty
- decision processes
- action space
- risk sensitive
- state and action spaces
- finite horizon
- stationary policies
- average reward
- semi markov decision processes
- model based reinforcement learning
- interval estimation
- infinite horizon
- least squares
- stochastic shortest path