Risk-Sensitive Planning with One-Switch Utility Functions: Value Iteration.
Yaxin LiuSven KoenigPublished in: AAAI (2005)
Keyphrases
- risk sensitive
- utility function
- markov decision chains
- markov decision processes
- heuristic search
- decision theory
- optimal control
- markov decision problems
- state space
- decision makers
- decision theoretic
- expected utility
- multi attribute
- planning problems
- partially observable
- risk neutral
- optimal policy
- dynamic programming
- decision problems
- risk aversion
- model free
- policy iteration
- probability distribution
- optimality criterion
- risk averse
- reinforcement learning
- multistage
- long run
- action selection
- lead time
- multi objective