Concepedia

A Deep Reinforcement Learning Bidding Algorithm on Electricity Market

Shuai Jia, Zhongxue Gan, Yugeng Xi, Dewei Li, Shibei Xue, Limin Wang

Journal of Thermal Science · 2020 · 16 citations · 14 references

Concepts

EngineeringEconomicsElectrical EngineeringEnergy EconomicsMachine LearningMarkov Decision ProcessesElectricity MarketsExploration-exploitation TradeoffPolicy LearningPower Sector EconomicsReinforcement LearningReward DesignDeep Reinforcement LearningDemand BiddingElectricity Market AnalysisElectricity Pricing MechanismsReinforcement Learning For Trading

References

14

Deterministic policy gradient algorithms

David Silver, Guy Lever, Nicolas Heess et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2014 · 1.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Supply Function Equilibria in Oligopoly under Uncertainty

Paul Klemperer, Margaret Meyer · Econometrica · 1989 · 1.4K citations

Social Sciences, Business Economics, Economics +17

Oligopolistic competition in power networks: a conjectured supply function approach

Christopher J. Day, Benjamin F. Hobbs, Jong‐Shi Pang · IEEE Transactions on Power Systems · 2002 · 499 citations

Natural Resources, Economics, Energy Economics +14

One Network to Solve Them All — Solving Linear Inverse Problems Using Deep Projection Models

Je-Yuan Chang, Chunliang Li, Barnabás Póczos et al. · 2017 · 331 citations

Computing, Computer Science, Computer Vision +16

Price-taker bidding strategy under price uncertainty

Antonio J. Conejo, Francisco J. Nogales, José M. Arroyo · IEEE Transactions on Power Systems · 2002 · 320 citations

Business, Business Economics, Economics +15