SkillZip: Evaluation-Free Skill Compression for Self-Evolving Agents by Discovering Reusable Structure Paper • 2608.11079 • Published 2 days ago • 11
ComBodied Agents: a New Paradigm of Human-Centric Agentic AI Paper • 2608.10915 • Published 2 days ago • 174
Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Paper • 2608.07169 • Published 6 days ago • 47
BDH-CQ: In-Context Learning with Recurrent Latent Reasoning Paper • 2608.09888 • Published 3 days ago • 555
RynnValue: Scaling Robotic Value Foundation Models with Temporal Distance Paper • 2608.09853 • Published 3 days ago • 11
OasisKV: Scaling In-Decode KV Cache Beyond HBM with Lookahead Sparse Prefetching Paper • 2608.08097 • Published 5 days ago • 24
Ouroboros: A Self-Developing Frontier Coding Agent with Reviewed Core Evolution Paper • 2608.08311 • Published 5 days ago • 79
RoMeRL: Balancing Feedback Coverage and the Memory-Reward Trap in Self-Evolving Agent Memory via Reduced-Order Utility States Paper • 2608.02508 • Published 3 days ago • 12
Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA Paper • 2608.09819 • Published 3 days ago • 324
SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring Paper • 2608.09802 • Published 3 days ago • 125
OneEmo: A Unified Multimodal Reasoning Model for Emotion Perception, Understanding, and Interaction Paper • 2608.06013 • Published 7 days ago • 4
DuplexGen: Adaptive Synthesis of Human-AI Turn-Taking Dialogues Paper • 2607.26178 • Published 16 days ago • 11
MatrAIx: Simulating the World with 8.3 Billion Persona Agents Paper • 2608.04205 • Published 9 days ago • 33
SFT Conflicts, RL Coexists: A Theoretical and Empirical Analysis of Multi-Task Learning for LLMs Paper • 2608.03573 • Published 7 days ago • 51
Uncertainty-Aware World Model for Aerial Image-Goal Navigation Paper • 2608.05597 • Published 7 days ago • 9
SimWAM: A Simple World Action Model for End-to-End Autonomous Driving Paper • 2608.07468 • Published 6 days ago • 102