Emu3.5: Native Multimodal Models are World Learners Paper • 2510.26583 • Published Oct 30, 2025 • 108
AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning Paper • 2509.08755 • Published Sep 10, 2025 • 56
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs Paper • 2508.16153 • Published Aug 22, 2025 • 160
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL Paper • 2508.13167 • Published Aug 6, 2025 • 129
Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models Paper • 2508.10751 • Published Aug 14, 2025 • 28
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models Paper • 2508.06471 • Published Aug 8, 2025 • 195
WebSailor: Navigating Super-human Reasoning for Web Agent Paper • 2507.02592 • Published Jul 3, 2025 • 123
Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Paper • 2506.21506 • Published Jun 26, 2025 • 51
DualTHOR: A Dual-Arm Humanoid Simulation Platform for Contingency-Aware Planning Paper • 2506.16012 • Published Jun 19, 2025 • 22
Stream-Omni: Simultaneous Multimodal Interactions with Large Language-Vision-Speech Model Paper • 2506.13642 • Published Jun 16, 2025 • 26
SpatialLM: Training Large Language Models for Structured Indoor Modeling Paper • 2506.07491 • Published Jun 9, 2025 • 50
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows Paper • 2505.19897 • Published May 26, 2025 • 104
Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers Paper • 2505.21497 • Published May 27, 2025 • 109