Agent-Editing World Model: Rethinking World Modeling for LLM Agents Paper • 2609.28416 • Published 6 days ago • 21
Agent-Editing World Model: Rethinking World Modeling for LLM Agents Paper • 2609.28416 • Published 6 days ago • 21
Agent-Editing World Model Collection Resources for Agent-Editing World Model (AEWM), a world model for improving long-horizon LLM agents through decision-effect modeling and state rev • 3 items • Updated 4 days ago • 1
Immersion in the GitHub Universe: Scaling Coding Agents to Mastery Paper • 2602.09892 • Published Feb 10 • 6
BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing? Paper • 2603.03194 • Published Mar 3 • 57
Toward Autonomous Long-Horizon Engineering for ML Research Paper • 2604.13018 • Published Apr 14 • 34
DeNovoSWE: Scaling Long-Horizon Environments for Generating Entire Repositories from Scratch Paper • 2606.10728 • Published Jun 9 • 37
CalibForge: Adversarial Solver Calibration for Scaling Learnable Terminal Tasks Paper • 2608.06352 • Published Aug 6 • 24
CalibForge: Adversarial Solver Calibration for Scaling Learnable Terminal Tasks Paper • 2608.06352 • Published Aug 6 • 24
AREX: Towards a Recursively Self-Improving Agent for Deep Research Paper • 2607.21461 • Published Jul 23 • 107
FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents Paper • 2606.12087 • Published Jun 10 • 51
DeNovoSWE: Scaling Long-Horizon Environments for Generating Entire Repositories from Scratch Paper • 2606.10728 • Published Jun 9 • 37
π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows Paper • 2605.14678 • Published May 19 • 96