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Jiachen Hu

On Limitation of Transformer for Learning HMMs

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Jun 06, 2024
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ZeroSwap: Data-driven Optimal Market Making in DeFi

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Oct 13, 2023
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Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret

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Feb 21, 2023
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Provable Sim-to-real Transfer in Continuous Domain with Partial Observations

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Oct 27, 2022
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Near-Optimal Reward-Free Exploration for Linear Mixture MDPs with Plug-in Solver

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Oct 08, 2021
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Understanding Domain Randomization for Sim-to-real Transfer

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Oct 07, 2021
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Near-optimal Representation Learning for Linear Bandits and Linear RL

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Feb 08, 2021
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Efficient Reinforcement Learning in Factored MDPs with Application to Constrained RL

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Sep 15, 2020
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Distributed Bandit Learning: Near-Optimal Regret with Efficient Communication

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May 29, 2019
Figure 1 for Distributed Bandit Learning: Near-Optimal Regret with Efficient Communication
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