Peng Xia

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upvoted a paper 11 minutes ago

RRSI: Regularized Recursive Self-Improvement of Agent Harnesses

Paper • 2609.24972 • Published 1 day ago • 18

upvoted a paper about 9 hours ago

CodeMidas: Scaling Agentic Coding RL Environments from Code Itself

Paper • 2609.22068 • Published 4 days ago • 96

upvoted 2 papers 3 days ago

ModularRSI: Modular and Generalizable Recursive Harness Self-Improvement

Paper • 2609.14857 • Published 8 days ago • 210

Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents

Paper • 2609.17708 • Published 7 days ago • 69

upvoted a paper 7 days ago

Dream-RSI: Recursive Self-Improvement through Evolving Worlds

Paper • 2609.14858 • Published 8 days ago • 241

upvoted a paper 26 days ago

FrontierChallenge: Evaluating Scientific Workflow Completion

Paper • 2608.24979 • Published 28 days ago • 151

upvoted a paper about 1 month ago

EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published Aug 20 • 175

upvoted a paper 2 months ago

DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment

Paper • 2607.07820 • Published Jul 8 • 95

upvoted a paper 3 months ago

VisualClaw: A Real-Time, Personalized Agent for the Physical World

Paper • 2606.16295 • Published Jun 15 • 29

upvoted 5 papers 4 months ago

DVAO: Dynamic Variance-adaptive Advantage Optimization for Multi-reward Reinforcement Learning

Paper • 2605.25604 • Published May 25 • 137

AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Paper • 2605.20025 • Published May 19 • 90

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents

Paper • 2605.13941 • Published May 13 • 16

Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents

Paper • 2605.10832 • Published May 11 • 22

LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling

Paper • 2605.08083 • Published May 8 • 71

upvoted 2 papers 5 months ago

OpenMobile: Building Open Mobile Agents with Task and Trajectory Synthesis

Paper • 2604.15093 • Published Apr 16 • 30

HY-Embodied-0.5: Embodied Foundation Models for Real-World Agents

Paper • 2604.07430 • Published Apr 8 • 130

upvoted 4 papers 6 months ago

Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding

Paper • 2604.05015 • Published Apr 6 • 232

ClawArena: Benchmarking AI Agents in Evolving Information Environments

Paper • 2604.04202 • Published Apr 5 • 34

Omni-SimpleMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory

Paper • 2604.01007 • Published Apr 2 • 29

MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild

Paper • 2603.17187 • Published Mar 17 • 141