Arbitrage of Energy Storage in Electricity Markets with Deep Reinforcement Learning.
Hanchen XuXiao LiXiangyu ZhangJunbo ZhangPublished in: CoRR (2019)
Keyphrases
- electricity markets
- reinforcement learning
- power generation
- electric power
- agent based simulation
- energy consumption
- unit commitment
- function approximation
- market participants
- business models
- market clearing
- software agents
- stock price
- competitive market
- database
- markov decision processes
- optimal policy
- wind power
- profit maximizing
- cooperative
- learning algorithm
- machine learning
- bidding strategies
- computational intelligence