Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation Paper • 2601.20614 • Published 2 days ago • 110
SWE-Pruner: Self-Adaptive Context Pruning for Coding Agents Paper • 2601.16746 • Published 7 days ago • 84
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation Paper • 2601.09688 • Published 16 days ago • 125
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization Paper • 2601.05242 • Published 22 days ago • 210
Avatar Forcing: Real-Time Interactive Head Avatar Generation for Natural Conversation Paper • 2601.00664 • Published 28 days ago • 56
Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization Paper • 2512.24615 • Published about 1 month ago • 119
Nested Browser-Use Learning for Agentic Information Seeking Paper • 2512.23647 • Published Dec 29, 2025 • 18
SWE-RM: Execution-free Feedback For Software Engineering Agents Paper • 2512.21919 • Published Dec 26, 2025 • 10
MAI-UI Technical Report: Real-World Centric Foundation GUI Agents Paper • 2512.22047 • Published Dec 26, 2025 • 29
SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios Paper • 2512.18470 • Published Dec 20, 2025 • 11
Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning Paper • 2512.20848 • Published Dec 23, 2025 • 37
SWE-Bench++: A Framework for the Scalable Generation of Software Engineering Benchmarks from Open-Source Repositories Paper • 2512.17419 • Published Dec 19, 2025 • 10