Peng Xia

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authored a paper 4 days ago

RRSI: Regularized Recursive Self-Improvement of Agent Harnesses

Paper • 2609.24972 • Published 5 days ago • 205

upvoted a paper 4 days ago

RRSI: Regularized Recursive Self-Improvement of Agent Harnesses

Paper • 2609.24972 • Published 5 days ago • 205

submitted a paper to Daily Papers 4 days ago

RRSI: Regularized Recursive Self-Improvement of Agent Harnesses

Paper • 2609.24972 • Published 5 days ago • 205

upvoted a paper 4 days ago

CodeMidas: Scaling Agentic Coding RL Environments from Code Itself

Paper • 2609.22068 • Published 8 days ago • 131

upvoted 2 papers 7 days ago

ModularRSI: Modular and Generalizable Recursive Harness Self-Improvement

Paper • 2609.14857 • Published 12 days ago • 214

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

Paper • 2609.17708 • Published 11 days ago • 73

upvoted a paper 11 days ago

Dream-RSI: Recursive Self-Improvement through Evolving Worlds

Paper • 2609.14858 • Published 12 days ago • 246

upvoted a paper about 1 month ago

FrontierChallenge: Evaluating Scientific Workflow Completion

Paper • 2608.24979 • Published Aug 25 • 152

authored 6 papers about 1 month ago

EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published Aug 20 • 175

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

Paper • 2606.16295 • Published Jun 15 • 29

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

Paper • 2605.20025 • Published May 19 • 90

ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents

Paper • 2605.14133 • Published May 13

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

Paper • 2605.13941 • Published May 13 • 16

Proteo-R1: Reasoning Foundation Models for De Novo Protein Design

Paper • 2605.02937 • Published Aug 10

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 3 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