Some useful resouorces collected online.
Published:
Some useful resouorces.
Blog posts
2021
2020
Paper Reivew: Offline reinforcement learning: Tutorial, review, and perspectives on open problems
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This blog reviews a review paper of offline reinforcement learning and collects the related papers.
Inspiring graph deep learning models
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This blog reviews some inspirng and impressive graph deep learning models.
Research record on Proximal Policy Optimization (PPO)
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This blog collects some scientific rethinking on PPO
What do researchers do when using reinforcement learning on traffic control
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This blog collects the major contribution of researches on traffic control with reinforcement learning .
Why do we need reinforcement learning on traffic control
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This blog collects what researchers are looking for when they apply reinforcement learning in traffic control.
Research records about Transit Control
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In this blog I want to record some notes in transit control, which are basically grasped from published paper.