DeepWideSearch: Benchmarking Depth and Width in Agentic Information Seeking Paper • 2510.20168 • Published 14 days ago • 26
HSCodeComp: A Realistic and Expert-level Benchmark for Deep Search Agents in Hierarchical Rule Application Paper • 2510.19631 • Published 15 days ago • 26
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science Paper • 2510.16872 • Published 18 days ago • 92
Watch and Learn: Learning to Use Computers from Online Videos Paper • 2510.04673 • Published Oct 6 • 10
UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity MoE Paper • 2510.13344 • Published 22 days ago • 61
ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data Paper • 2509.15221 • Published Sep 18 • 109
UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning Paper • 2509.11543 • Published Sep 15 • 47
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey Paper • 2509.02547 • Published Sep 2 • 220
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning Paper • 2509.02479 • Published Sep 2 • 83
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning Paper • 2509.02544 • Published Sep 2 • 123
GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning Paper • 2507.01006 • Published Jul 1 • 237
AniMaker: Automated Multi-Agent Animated Storytelling with MCTS-Driven Clip Generation Paper • 2506.10540 • Published Jun 12 • 37
ComfyUI-R1: Exploring Reasoning Models for Workflow Generation Paper • 2506.09790 • Published Jun 11 • 53
ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development Paper • 2506.05010 • Published Jun 5 • 79
VerIPO: Cultivating Long Reasoning in Video-LLMs via Verifier-Gudied Iterative Policy Optimization Paper • 2505.19000 • Published May 25 • 42
Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models Paper • 2505.10554 • Published May 15 • 120