AREX: Towards a Recursively Self-Improving Agent for Deep Research Paper • 2607.21461 • Published 4 days ago • 131
DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment Paper • 2607.07820 • Published 19 days ago • 89
EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World Paper • 2607.17250 • Published 8 days ago • 89
Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning Paper • 2607.12395 • Published 13 days ago • 98
FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents Paper • 2606.12087 • Published Jun 10 • 79
DeNovoSWE: Scaling Long-Horizon Environments for Generating Entire Repositories from Scratch Paper • 2606.10728 • Published Jun 9 • 34
Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills Paper • 2606.07412 • Published Jun 5 • 12
ClawGym: A Scalable Framework for Building Effective Claw Agents Paper • 2604.26904 • Published Apr 29 • 54
Toward Autonomous Long-Horizon Engineering for ML Research Paper • 2604.13018 • Published Apr 14 • 34
OmniForcing: Unleashing Real-time Joint Audio-Visual Generation Paper • 2603.11647 • Published Mar 12 • 31
BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing? Paper • 2603.03194 • Published Mar 3 • 57
SWE-World: Building Software Engineering Agents in Docker-Free Environments Paper • 2602.03419 • Published Feb 3 • 41
SWE-Master: Unleashing the Potential of Software Engineering Agents via Post-Training Paper • 2602.03411 • Published Feb 3 • 39
IterResearch: Rethinking Long-Horizon Agents via Markovian State Reconstruction Paper • 2511.07327 • Published Nov 10, 2025 • 80
ReForm Collection ReForm: Reflective Autoformalization with Prospective Bounded Sequence Optimization • 4 items • Updated Oct 29, 2025 • 4
ReForm: Reflective Autoformalization with Prospective Bounded Sequence Optimization Paper • 2510.24592 • Published Oct 28, 2025 • 17