Evolving with Open Worlds: Towards Recursive Self-Improvement for Future Forecasting Paper • 2610.29784 • Published 20 days ago • 8
Spectral-Driven Adaptive-Rank Optimizer for Large Language Model Reinforcement Learning with Verifiable Rewards Paper • 2610.16533 • Published 29 days ago • 10
Agent-Editing World Model: Rethinking World Modeling for LLM Agents Paper • 2609.28416 • Published Sep 23 • 26
SWE-Master: Unleashing the Potential of Software Engineering Agents via Post-Training Paper • 2602.03411 • Published Feb 3 • 39
SWE-World: Building Software Engineering Agents in Docker-Free Environments Paper • 2602.03419 • Published Feb 3 • 42
SpectralShift: Effective Context Window Extension of Gated DeltaNet via Spectral Reparameterization Paper • 2609.14320 • Published Sep 13 • 7
SpectralShift: Effective Context Window Extension of Gated DeltaNet via Spectral Reparameterization Paper • 2609.14320 • Published Sep 13 • 7
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis Paper • 2505.16834 • Published May 22, 2025
SWE-World: Building Software Engineering Agents in Docker-Free Environments Paper • 2602.03419 • Published Feb 3 • 42
SWE-Master: Unleashing the Potential of Software Engineering Agents via Post-Training Paper • 2602.03411 • Published Feb 3 • 39
ClawGym: A Scalable Framework for Building Effective Claw Agents Paper • 2604.26904 • Published Apr 29 • 56
Low-rank Optimization Trajectories Modeling for LLM RLVR Acceleration Paper • 2604.11446 • Published Apr 13 • 4
SWE-World: Building Software Engineering Agents in Docker-Free Environments Paper • 2602.03419 • Published Feb 3 • 42
SWE-Master: Unleashing the Potential of Software Engineering Agents via Post-Training Paper • 2602.03411 • Published Feb 3 • 39
GISA: A Benchmark for General Information-Seeking Assistant Paper • 2602.08543 • Published Feb 9 • 27
Adaptive Ability Decomposing for Unlocking Large Reasoning Model Effective Reinforcement Learning Paper • 2602.00759 • Published Jan 31 • 5
Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models Paper • 2508.10751 • Published Aug 14, 2025 • 29