A reinforcement learning approach to autonomous decision-making in smart electricity markets.
Markus PetersWolfgang KetterMaytal Saar-TsechanskyJohn CollinsPublished in: Mach. Learn. (2013)
Keyphrases
- electricity markets
- reinforcement learning
- decision making
- autonomous learning
- competitive market
- electric power
- action selection
- software agents
- agent based simulation
- function approximation
- decision makers
- unit commitment
- cooperative
- power generation
- market clearing
- markov decision processes
- state space
- multi agent
- business models
- robotic systems
- fuzzy logic
- machine learning
- supply chain
- profit maximizing
- market participants
- influence diagrams
- simulation model
- test bed
- bidding strategies
- decision support system