Yuanchen Bei

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upvoted 3 papers 2 months ago

Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey

Paper • 2602.06052 • Published Jan 14 • 6

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Paper • 2602.02474 • Published Feb 2 • 62

Good SFT Optimizes for SFT, Better SFT Prepares for Reinforcement Learning

Paper • 2602.01058 • Published Feb 1 • 43

upvoted 2 papers 3 months ago

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 202

Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents

Paper • 2601.03515 • Published Jan 7 • 2

upvoted a paper 7 months ago

EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning

Paper • 2509.22576 • Published Sep 26, 2025 • 137