Yibo Li

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upvoted a paper 12 days ago

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

Paper • 2610.08215 • Published 13 days ago • 154

upvoted a paper 16 days ago

Scaling Large Reasoning Models beyond Human Supervision: A Path toward Superintelligence

Paper • 2608.31075 • Published Aug 31 • 32

upvoted a paper 19 days ago

Agent Priors-guided Policy Learning

Paper • 2609.35690 • Published 23 days ago • 87

upvoted a paper 20 days ago

Agent Error Dataset: Scaling 50,000 Error--Diagnosis Pairs for Failure Analysis and Error-Aware Post-Training

Paper • 2609.40111 • Published 21 days ago • 52

upvoted a paper about 1 month ago

Show-Harness: Just a VLM Agent Can Play Robots

Paper • 2609.10522 • Published Sep 9 • 140

upvoted 3 papers about 2 months ago

FrontierChallenge: Evaluating Scientific Workflow Completion

Paper • 2608.24979 • Published Aug 25 • 154

JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution

Paper • 2608.25593 • Published Aug 26 • 115

Apodex 1.1: Scaling Agentic Intelligence for Complex Work

Paper • 2608.23283 • Published Aug 24 • 211

upvoted 5 papers 4 months ago

World Action Models: A Survey

Paper • 2606.20781 • Published Jun 18 • 59

OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation

Paper • 2606.17628 • Published Jun 16 • 30

Just-In-Time Reinforcement Learning: Continual Learning in LLM Agents Without Gradient Updates

Paper • 2601.18510 • Published Jan 26 • 1

Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents

Paper • 2606.06036 • Published Jun 4 • 78

EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments

Paper • 2606.13681 • Published Jun 11 • 146

upvoted a paper 6 months ago

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling

Paper • 2604.28185 • Published Apr 30 • 90

upvoted a paper 7 months ago

MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome

Paper • 2603.28407 • Published Mar 30 • 70

upvoted a paper 8 months ago

DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents

Paper • 2602.07035 • Published Feb 3 • 31

upvoted 2 papers 9 months ago

Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs

Paper • 2601.08763 • Published Jan 13 • 115

Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning

Paper • 2601.09667 • Published Jan 14 • 91

upvoted a paper 10 months ago

MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling

Paper • 2511.11793 • Published Nov 14, 2025 • 197

upvoted a paper about 1 year ago

ConfTuner: Training Large Language Models to Express Their Confidence Verbally

Paper • 2508.18847 • Published Aug 26, 2025 • 2