Zhi Zheng

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authored a paper 2 days ago

Learn2Play Bench: How Well Do LLM Agents Learn from Experience in Unfamiliar Environments?

Paper • 2610.08215 • Published 3 days ago • 136

upvoted a paper 2 days ago

Learn2Play Bench: How Well Do LLM Agents Learn from Experience in Unfamiliar Environments?

Paper • 2610.08215 • Published 3 days ago • 136

submitted a paper to Daily Papers 2 days ago

Learn2Play Bench: How Well Do LLM Agents Learn from Experience in Unfamiliar Environments?

Paper • 2610.08215 • Published 3 days ago • 136

upvoted 2 papers 9 days ago

Beyond Memory: Harnessing Long-Horizon Agents with Explicit Belief States

Paper • 2610.01415 • Published 10 days ago • 92

Agent Priors-guided Policy Learning

Paper • 2609.35690 • Published 13 days ago • 87

authored a paper 20 days ago

GraphSkillEvo: Evolutionary Optimization of Graph-Structured Agent Skills

Paper • 2609.21749 • Published 23 days ago • 19

upvoted a paper 20 days ago

GraphSkillEvo: Evolutionary Optimization of Graph-Structured Agent Skills

Paper • 2609.21749 • Published 23 days ago • 19

submitted a paper to Daily Papers 20 days ago

GraphSkillEvo: Evolutionary Optimization of Graph-Structured Agent Skills

Paper • 2609.21749 • Published 23 days ago • 19

updated 2 models 23 days ago

zz1358m/Qwen3-30B-A3B-Agentic-ESOpt-Math

Updated 23 days ago • 173

zz1358m/Qwen3-30B-A3B-Agentic-ESOpt-DocVQA

Updated 23 days ago • 167

upvoted a paper 26 days ago

Dream-RSI: Recursive Self-Improvement through Evolving Worlds

Paper • 2609.14858 • Published 27 days ago • 252

updated a collection about 1 month ago

Agentic-ESOpt Checkpoints Collection

Collection

7 items • Updated Sep 9 • 1

published 2 models about 1 month ago

zz1358m/Qwen3-30B-A3B-Agentic-ESOpt-DocVQA

Updated 23 days ago • 167

zz1358m/Qwen3-30B-A3B-Agentic-ESOpt-Math

Updated 23 days ago • 173

authored a paper about 1 month ago

Understanding Evolution Strategies for LLM Reasoning: Broader Reasoning Coverage than GRPO

Paper • 2608.27351 • Published Aug 27 • 22

upvoted a paper about 1 month ago

Understanding Evolution Strategies for LLM Reasoning: Broader Reasoning Coverage than GRPO

Paper • 2608.27351 • Published Aug 27 • 22

submitted a paper to Daily Papers about 1 month ago

Understanding Evolution Strategies for LLM Reasoning: Broader Reasoning Coverage than GRPO

Paper • 2608.27351 • Published Aug 27 • 22

updated a model about 1 month ago

zz1358m/SofT-GRPO-master

Updated Aug 27 • 8

upvoted a paper about 2 months ago

Best Practice Critic Optimization

Paper • 2608.23566 • Published Aug 25 • 18