TL-GRPO: Turn-Level RL for Reasoning-Guided Iterative Optimization Paper • 2601.16480 • Published 4 days ago • 49
EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience Paper • 2601.15876 • Published 5 days ago • 84
HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding Paper • 2601.14724 • Published 6 days ago • 71
ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development Paper • 2601.11077 • Published 11 days ago • 63
Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction Paper • 2512.04987 • Published Dec 4, 2025 • 80
SRPO: Self-Referential Policy Optimization for Vision-Language-Action Models Paper • 2511.15605 • Published Nov 19, 2025 • 24
LIBERO-Plus: In-depth Robustness Analysis of Vision-Language-Action Models Paper • 2510.13626 • Published Oct 15, 2025 • 46
World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning Paper • 2503.10480 • Published Mar 13, 2025 • 55