Intelligent Bidding Strategies for Prosumers in Local Energy Markets Based on Reinforcement Learning.
Godwin C. OkwuibeJeel BhalodiaAmin Shokri GazafroudiThomas BrennerPeter TzscheutschlerThomas HamacherPublished in: IEEE Access (2022)
Keyphrases
- bidding strategies
- reinforcement learning
- market participants
- market clearing
- electricity markets
- double auction
- resource allocation
- test bed
- online auctions
- market conditions
- intelligent systems
- multi unit
- expected utility
- empirical data
- auction mechanisms
- resource reservation
- logit model
- combinatorial auctions
- state space
- optimal policy
- learning algorithm
- continuous double auctions
- sponsored search auctions
- learning agents
- bayesian networks