Online Planning in MDPs: Rationality and Optimization
Zohar FeldmanCarmel DomshlakPublished in: CoRR (2012)
Keyphrases
- stochastic domains
- online learning
- reinforcement learning
- optimization problems
- optimization algorithm
- planning problems
- markov decision processes
- travel planning
- partially observable
- optimization process
- optimization method
- markov decision problems
- probabilistic planning
- global optimization
- sufficient conditions
- state space
- planning under uncertainty
- multistage
- optimal policy
- belief state
- ai planning
- planning process
- decision theoretic planning
- factored mdps
- multi objective
- multi agent