258 citations · 628 across the 13 of their papers we have counts for
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cs.AI2020★ 10 cited
Multi-Agent Trust Region Policy Optimization
Hepeng Li, Haibo He
We extend trust region policy optimization (TRPO) to multi-agent reinforcement learning (MARL) problems. We show that the policy update of TRPO can be transformed into a distribute…
eess.SY2020★ 100 cited
Online Scheduling of a Residential Microgrid via Monte-Carlo Tree Search and a Learned Model
Hang Shuai, Haibo He
The uncertainty of distributed renewable energy brings significant challenges to economic operation of microgrids. Conventional online optimization approaches require a forecast mo…