Reproduce “Tighter Problem-Dependent Regret Bounds in Reinforcement Learning without Domain Knowledge using Value Function Bounds” on OpenResearch

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Tip: change arxiv.org to autoarxiv.org in any arXiv abstract link to open the paper here.