Actual Causality and Responsibility Attribution in Decentralized Partially Observable Markov Decision Processes.
Stelios TriantafyllouAdish SinglaGoran RadanovicPublished in: CoRR (2022)
Keyphrases
- partially observable markov decision processes
- dec pomdps
- multi agent
- finite state
- planning under uncertainty
- dynamic programming
- continuous state
- belief space
- belief state
- reinforcement learning
- decision problems
- partially observable stochastic games
- partial observability
- optimal policy
- infinite horizon
- sequential decision making problems
- dynamical systems
- markov decision processes
- planning problems
- stochastic domains
- state space
- decision theoretic planning
- decision theoretic
- single agent
- distributed systems
- partially observable domains
- cooperative
- markov chain
- point based value iteration
- optimal control
- partially observable markov
- learning algorithm
- causal models
- multi agent systems