Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning Paper • 2506.01939 • Published 29 days ago • 165
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models Paper • 2505.24864 • Published May 30 • 132
ZeroGUI: Automating Online GUI Learning at Zero Human Cost Paper • 2505.23762 • Published May 29 • 46
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows Paper • 2505.19897 • Published May 26 • 102
Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis Paper • 2505.13227 • Published May 19 • 45
VisualPRM: An Effective Process Reward Model for Multimodal Reasoning Paper • 2503.10291 • Published Mar 13 • 37
Teaching Language Models to Critique via Reinforcement Learning Paper • 2502.03492 • Published Feb 5 • 24
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OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis Paper • 2412.19723 • Published Dec 27, 2024 • 88
AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials Paper • 2412.09605 • Published Dec 12, 2024 • 30
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling Paper • 2412.05271 • Published Dec 6, 2024 • 159
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Paper • 2412.04454 • Published Dec 5, 2024 • 66
Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization Paper • 2411.10442 • Published Nov 15, 2024 • 80