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Junjie Sheng

TextAtari: 100K Frames Game Playing with Language Agents

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Jun 04, 2025
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Learning Virtual Machine Scheduling in Cloud Computing through Language Agents

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May 15, 2025
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GraphThought: Graph Combinatorial Optimization with Thought Generation

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Feb 17, 2025
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Can language agents be alternatives to PPO? A Preliminary Empirical Study On OpenAI Gym

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Dec 06, 2023
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Negotiated Reasoning: On Provably Addressing Relative Over-Generalization

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Jun 08, 2023
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ReAssigner: A Plug-and-Play Virtual Machine Scheduling Intensifier for Heterogeneous Requests

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Nov 29, 2022
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Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning

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Nov 21, 2022
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Obtaining Dyadic Fairness by Optimal Transport

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Feb 09, 2022
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VMAgent: Scheduling Simulator for Reinforcement Learning

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Dec 09, 2021
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Dealing with Non-Stationarity in Multi-Agent Reinforcement Learning via Trust Region Decomposition

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Feb 21, 2021
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