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upvoted 4 papers 7 days ago

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

Paper • 2608.17253 • Published 15 days ago • 95

Agentic ESOpt: Fine-Tuning Long-Horizon LLM Agents with Minimal GPU Requirements

Paper • 2608.17310 • Published 16 days ago • 106

Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization

Paper • 2608.16072 • Published 17 days ago • 150

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

Paper • 2608.15089 • Published 19 days ago • 445

upvoted a paper 10 days ago

EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published 14 days ago • 274

upvoted 3 papers 3 months ago

How LoRA Remembers? A Parametric Memory Law for LLM Finetuning

Paper • 2605.30260 • Published May 28 • 45

AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery

Paper • 2605.23204 • Published May 22 • 30

Generative Recursive Reasoning

Paper • 2605.19376 • Published May 20 • 32

upvoted a paper 4 months ago

RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards

Paper • 2605.10899 • Published May 11 • 80

upvoted 3 collections 4 months ago

Papers I'm going to read

Collection

117 items • Updated 1 day ago • 5

Memory

Collection

47 items • Updated about 1 hour ago • 7

WTF GENIUS PAPERS

Collection

Papers that made me appreciate my major and my life a little more. obs=Observation, innov=Innovation. Most papers are abt improving tiny models. • 326 items • Updated about 5 hours ago • 74

upvoted 8 papers 4 months ago

δ-mem: Efficient Online Memory for Large Language Models

Paper • 2605.12357 • Published May 12 • 133

Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling

Paper • 2605.13301 • Published May 13 • 167

NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation

Paper • 2605.10813 • Published May 11 • 17

MinT: Managed Infrastructure for Training and Serving Millions of LLMs

Paper • 2605.13779 • Published May 13 • 226

Odysseus: Scaling VLMs to 100+ Turn Decision-Making in Games via Reinforcement Learning

Paper • 2605.00347 • Published May 1 • 17

Hallucinations Undermine Trust; Metacognition is a Way Forward

Paper • 2605.01428 • Published May 2 • 25

The Last Human-Written Paper: Agent-Native Research Artifacts

Paper • 2604.24658 • Published Apr 29 • 26

Efficient Training on Multiple Consumer GPUs with RoundPipe

Paper • 2604.27085 • Published Apr 29 • 47