A Contracting Dynamical System Perspective toward Interval Markov Decision Processes.
Saber JafarpourSamuel CooganPublished in: CoRR (2023)
Keyphrases
- dynamical systems
- markov decision processes
- state space
- planning under uncertainty
- dynamic systems
- reinforcement learning
- partially observable
- optimal policy
- finite state
- decision theoretic planning
- fixed point
- dynamic programming
- policy iteration
- reachability analysis
- transition matrices
- dynamical behavior
- nonlinear dynamical systems
- markov decision process
- finite horizon
- infinite horizon
- phase space
- average reward
- partially observable markov decision processes
- markov chain
- data mining
- average cost
- petri net
- action space
- multi agent systems
- markov decision problems
- reward function
- model based reinforcement learning
- long run