Concepedia

Multi-agent deep reinforcement learning based demand response for discrete manufacturing systems energy management

Renzhi Lu, Yi‐Chang Li, Yuting Li, Junhui Jiang, Yuemin Ding

Applied Energy · 2020 · 173 citations · 34 references

Open access

Concepts

ComputingComputer ScienceIndustrial EngineeringArtificial IntelligenceEnergy ManagementMachine LearningDemand ResponseDemand-side Energy ManagementIntelligent AgentsMulti-agent SystemsPolicy LearningReinforcement LearningDeep Reinforcement LearningDemand Response SchedulingIndustrial Energy Management SystemsMulti-agent LearningMulti-agent Policy LearningMulti-agent Reinforcement LearningReinforcement Learning Models

References

34

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 30K citations

Computing, Computer Science, Artificial Intelligence +8

Advances in neural information processing systems 7

Krzysztof J. Cios, Mark E. Shields · Neurocomputing · 1997 · 22.3K citations

Computing, Computer Science, Neuroscience +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

Demand-side view of electricity markets

Daniel S. Kirschen · IEEE Transactions on Power Systems · 2003 · 781 citations

Natural Resources, Economics, Electrical Engineering +17

On-Line Building Energy Optimization Using Deep Reinforcement Learning

Elena Mocanu, Decebal Constantin Mocanu, Phuong H. Nguyen et al. · IEEE Transactions on Smart Grid · 2018 · 622 citations · Full text

Architecture, Building Science, Energy Management +15