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upvoted 2 papers 4 days ago

Follow the Entities: A Corpus Map for Agentic Search

Paper • 2609.37226 • Published 5 days ago • 93

Rethinking Training-Inference Mismatch in LLM Reinforcement Learning: Where It Arises and How to Correct It

Paper • 2609.32444 • Published 8 days ago • 30

upvoted a paper 11 days ago

CodeMidas: Scaling Agentic Coding RL Environments from Code Itself

Paper • 2609.22068 • Published 16 days ago • 138

upvoted a collection 23 days ago

GigaChat 3.5 Reasoning

Collection

3 items • Updated 24 days ago • 4

upvoted a collection 24 days ago

NeoHorse-1

Collection

NeoHorse-1: Towards Recursive Self-Improvement via Agentic Post-Training with Routing Harness • 3 items • Updated 24 days ago • 8

upvoted a paper 24 days ago

NeoHorse-1: Towards Recursive Self-Improvement via Agentic Post-Training with Routing Harness

Paper • 2609.08183 • Published 26 days ago • 327

upvoted a paper 26 days ago

Group Adaptive Clipping Policy Optimization

Paper • 2609.00444 • Published Aug 31 • 10

upvoted 11 papers about 1 month ago

UI-Venus-2 Technical Report

Paper • 2609.00028 • Published Aug 27 • 67

Language Models Can Control Their Own Attention

Paper • 2609.02737 • Published Sep 2 • 79

On the Design of Qwen3.8-Next Architecture: Evaluation, Efficiency, and Training Stability

Paper • 2608.30320 • Published Aug 31 • 63

Agentic Artifact Creation: Systems, Evaluation, Principles, and Opportunities

Paper • 2608.28122 • Published Aug 28 • 66

Fast Weight Attention for Continual Learning

Paper • 2608.27763 • Published Aug 27 • 32

WikiSkill: Compiling Agent Experience into Persistent Knowledge for Skill Evolution

Paper • 2608.27454 • Published Aug 27 • 36

PILOT in the Loop: Live Self-Improvement for Long-Horizon Agents

Paper • 2608.26530 • Published Aug 27 • 36

AutoSaddler: Automatic Harness Optimization with Durable Updates from Agent Execution Traces

Paper • 2608.23041 • Published Aug 24 • 65

Apodex 1.1: Scaling Agentic Intelligence for Complex Work

Paper • 2608.23283 • Published Aug 24 • 212

SPADE: Self-Play in Adaptive Synthetic Executable Environments

Paper • 2608.19197 • Published Aug 19 • 54

Co-RL: Unsupervised Reasoning Emerges from Diverse Cohort in Multi-agent RL

Paper • 2608.17253 • Published Aug 19 • 100

upvoted 2 papers about 2 months ago

StateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling

Paper • 2608.15089 • Published Aug 15 • 451

Agent Lightning v1.0: Towards Harnessed Agentic RL

Paper • 2608.17528 • Published Aug 18 • 35