Keyphrases
- optimal policy
- markov decision processes
- markov decision process
- markov decision problems
- finite horizon
- policy search
- policy iteration
- reinforcement learning
- state space
- partially observable
- np complete
- reward function
- infinite horizon
- average reward
- special case
- state and action spaces
- average cost
- decision problems
- action space
- reinforcement learning problems
- continuous state spaces
- np hard
- decision theoretic planning
- inverse reinforcement learning
- partially observable markov decision processes
- semi markov decision processes
- decision processes
- multistage
- factored markov decision processes
- policy evaluation
- probabilistic planning
- state dependent
- approximate dynamic programming
- long run
- finite state
- factored mdps
- linear programming
- discounted reward
- markov games
- dynamic programming
- computational complexity
- reinforcement learning algorithms
- transition probabilities
- utility function
- expected reward