Planning under Uncertainty for Aggregated Electric Vehicle Charging Using Markov Decision Processes.
Erwin WalravenMatthijs T. J. SpaanPublished in: AAAI Workshop: AI for Smart Grids and Smart Buildings (2016)
Keyphrases
- planning under uncertainty
- markov decision processes
- electric vehicle charging
- renewable energy
- optimal policy
- state space
- finite state
- reinforcement learning
- policy iteration
- decision theoretic planning
- factored mdps
- average cost
- infinite horizon
- dynamic programming
- probabilistic planning
- action space
- transition matrices
- wind power
- partially observable
- average reward
- partially observable markov decision processes
- wind speed
- planning problems
- orders of magnitude
- multi agent