Exploring market power using deep reinforcement learning for intelligent bidding strategies.
Alexander J. M. KellMatthew ForshawA. Stephen McGoughPublished in: IEEE BigData (2020)
Keyphrases
- bidding strategies
- electricity markets
- reinforcement learning
- market participants
- market clearing
- market conditions
- power generation
- software agents
- online auctions
- continuous double auctions
- budget constraints
- multi unit
- resource allocation
- double auction
- intelligent systems
- state space
- learning algorithm
- test bed
- auction mechanisms
- multi agent
- learning agents
- combinatorial auctions