Networked Markov Decision Processes With Delays.
Sachin AdlakhaSanjay LallAndrea GoldsmithPublished in: IEEE Trans. Autom. Control. (2012)
Keyphrases
- markov decision processes
- state space
- finite state
- optimal policy
- dynamic programming
- finite horizon
- transition matrices
- policy iteration
- planning under uncertainty
- infinite horizon
- partially observable
- reinforcement learning
- model based reinforcement learning
- state and action spaces
- factored mdps
- decision theoretic planning
- decision processes
- average cost
- state abstraction
- average reward
- reachability analysis
- action space
- risk sensitive
- data mining
- semi markov decision processes
- action sets
- machine learning
- dynamical systems
- decision diagrams
- probabilistic planning
- reinforcement learning algorithms
- reward function
- real valued