SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning Paper • 2509.02479 • Published 24 days ago • 83
AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant Paper • 2410.18603 • Published Oct 24, 2024 • 32
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows Paper • 2505.19897 • Published May 26 • 104
xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations Paper • 2506.13651 • Published Jun 16 • 8
MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents Paper • 2507.19478 • Published Jul 25 • 30
SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories? Paper • 2507.12415 • Published Jul 16 • 41
ZeCO: Zero Communication Overhead Sequence Parallelism for Linear Attention Paper • 2507.01004 • Published Jul 1 • 10
OctoThinker: Mid-training Incentivizes Reinforcement Learning Scaling Paper • 2506.20512 • Published Jun 25 • 47
Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective Paper • 2506.14965 • Published Jun 17 • 49
General-Reasoner: Advancing LLM Reasoning Across All Domains Paper • 2505.14652 • Published May 20 • 23
Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis Paper • 2505.13227 • Published May 19 • 45
Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis Paper • 2505.13227 • Published May 19 • 45
RoboVerse: Towards a Unified Platform, Dataset and Benchmark for Scalable and Generalizable Robot Learning Paper • 2504.18904 • Published Apr 26 • 9