OpenWebRL: Demystifying Online Multi-turn Reinforcement Learning for Visual Web Agents Paper • 2606.02031 • Published about 1 month ago • 20
Brick-Composer: Using MLLMs for Assembly with Diverse Bricks Paper • 2606.05445 • Published 29 days ago • 8
Spreadsheet-RL: Advancing Large Language Model Agents on Realistic Spreadsheet Tasks via Reinforcement Learning Paper • 2605.22642 • Published May 21 • 35
PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents Paper • 2603.03296 • Published Feb 6 • 5
Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning Paper • 2602.10090 • Published Feb 10 • 53
ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning Paper • 2510.12693 • Published Oct 14, 2025 • 28
FlexiAct: Towards Flexible Action Control in Heterogeneous Scenarios Paper • 2505.03730 • Published May 6, 2025 • 28