Ethical Markov Decision Processes with Moral Worth as Rewards.
Mihail StojanovskiNadjet BourdacheGrégory BonnetAbdel-Illah MouaddibPublished in: AAMAS (2024)
Keyphrases
- markov decision processes
- state space
- optimal policy
- reinforcement learning
- dynamic programming
- finite state
- reachability analysis
- policy iteration
- sequential decision making under uncertainty
- reinforcement learning algorithms
- partially observable
- decision theoretic planning
- finite horizon
- average reward
- reward function
- infinite horizon
- action space
- decision processes
- average cost
- planning under uncertainty
- factored mdps
- model based reinforcement learning
- discounted reward
- decision making
- interval estimation
- transition matrices
- total reward
- expected reward
- risk sensitive
- markov decision process
- state abstraction
- multistage
- decision diagrams
- markov decision problems