Deep Reinforcement Learning for Joint Bidding and Pricing of Load Serving Entity.
Hanchen XuHongbo SunDaniel NikovskiShoichi KitamuraKazuyuki MoriHiroyuki HashimotoPublished in: IEEE Trans. Smart Grid (2019)
Keyphrases
- reinforcement learning
- function approximation
- pricing mechanism
- load balancing
- named entities
- state space
- reinforcement learning algorithms
- entity identification
- markov decision processes
- learning algorithm
- bidding strategies
- machine learning
- temporal difference
- dynamic pricing
- pricing model
- budget constraints
- optimal control
- action selection
- online auctions
- transfer learning
- neural network
- load forecasting
- optimal policy
- distributed systems
- supervised learning
- robotic control
- learning process
- marginal utility