Yaorui SHI

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upvoted 2 papers 1 day ago

EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis

Paper • 2601.05808 • Published Jan 9 • 38

Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading

Paper • 2607.08964 • Published 7 days ago • 63

upvoted a paper 2 days ago

AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents

Paper • 2607.02255 • Published 14 days ago • 62

upvoted a collection 20 days ago

OpenThinker-Agent2

Collection

OpenThinker-Agent2: agentic SFT/RL datasets and 8B/32B models (cold-start SFT, RL, and the OpenThinkerAgent-32B release). • 11 items • Updated Jun 11 • 9

upvoted a paper 20 days ago

DomainShuttle: Freeform Open Domain Subject-driven Text-to-video Generation

Paper • 2606.26058 • Published 22 days ago • 67

upvoted a paper 28 days ago

FastContext: Training Efficient Repository Explorer for Coding Agents

Paper • 2606.14066 • Published Jun 12 • 94

upvoted 3 papers about 1 month ago

On the Geometry of On-Policy Distillation

Paper • 2606.07082 • Published Jun 5 • 75

Agents' Last Exam

Paper • 2606.05405 • Published Jun 3 • 379

Rethinking Continual Experience Internalization for Self-Evolving LLM Agents

Paper • 2606.04703 • Published Jun 3 • 26

upvoted 8 papers about 2 months ago

V_{0.5}: Generalist Value Model as a Prior for Sparse RL Rollouts

Paper • 2603.10848 • Published Mar 11 • 17

VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions

Paper • 2605.27141 • Published May 26 • 20

CUA-Gym: Scaling Verifiable Training Environments and Tasks for Computer-Use Agents

Paper • 2605.25624 • Published May 25 • 35

Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games

Paper • 2506.03610 • Published Jun 4, 2025 • 10

DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards

Paper • 2605.21467 • Published May 20 • 207

SOD: Step-wise On-policy Distillation for Small Language Model Agents

Paper • 2605.07725 • Published May 8 • 26

GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment

Paper • 2605.19577 • Published May 19 • 59

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published Apr 9 • 295

upvoted 2 collections about 2 months ago

Agent

Collection

132 items • Updated 14 days ago • 13

Papers

Collection

1 item • Updated May 9 • 1

upvoted a paper 2 months ago

Self-Distilled Agentic Reinforcement Learning

Paper • 2605.15155 • Published May 14 • 117