EV charging bidding by multi-DQN reinforcement learning in electricity auction market.
Yang ZhangZhengfeng ZhangQingyu YangDou AnDonghe LiCe LiPublished in: Neurocomputing (2020)
Keyphrases
- bidding strategies
- electricity markets
- reinforcement learning
- electric vehicles
- market clearing
- pricing mechanism
- market participants
- online auctions
- electric power
- multi unit
- auction mechanisms
- software agents
- double auction
- electronic marketplaces
- unit commitment
- trading agent competition
- continuous double auctions
- combinatorial auctions
- test bed
- budget constraints
- resource allocation
- power generation
- market prices
- optimal policy
- market conditions
- trading agents
- group buying
- sponsored search auctions
- function approximation
- business models
- competitive market
- sealed bid
- short term
- markov decision processes
- state space
- supply chain
- model free
- dynamic programming
- auction protocol
- multi attribute
- stock price
- mechanism design
- financial markets