Off-Policy Risk Assessment in Markov Decision Processes.
Audrey HuangLiu LeqiZachary Chase LiptonKamyar AzizzadenesheliPublished in: CoRR (2022)
Keyphrases
- risk assessment
- markov decision processes
- risk management
- state space
- optimal policy
- network security
- finite state
- dynamic programming
- partially observable
- decision making
- decision theoretic planning
- information security
- transition matrices
- reinforcement learning
- action sets
- reachability analysis
- infinite horizon
- model based reinforcement learning
- policy iteration
- planning under uncertainty
- power plant
- artificial neural networks
- markov decision process
- average reward
- decision problems
- decision support system
- information systems