Planning in 8 Tokens: A Compact Discrete Tokenizer for Latent World Model Paper • 2603.05438 • Published 8 days ago • 34
Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution Paper • 2512.10696 • Published Dec 11, 2025 • 3
AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning Paper • 2505.24298 • Published May 30, 2025 • 34
CUDA Agent: Large-Scale Agentic RL for High-Performance CUDA Kernel Generation Paper • 2602.24286 • Published 14 days ago • 85
OmniLottie: Generating Vector Animations via Parameterized Lottie Tokens Paper • 2603.02138 • Published 11 days ago • 138
Dr. MAS: Stable Reinforcement Learning for Multi-Agent LLM Systems Paper • 2602.08847 • Published Feb 9 • 28
When to Memorize and When to Stop: Gated Recurrent Memory for Long-Context Reasoning Paper • 2602.10560 • Published about 1 month ago • 29
MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents Paper • 2602.02474 • Published Feb 2 • 59
Spider-Sense: Intrinsic Risk Sensing for Efficient Agent Defense with Hierarchical Adaptive Screening Paper • 2602.05386 • Published Feb 5 • 68
Context Forcing: Consistent Autoregressive Video Generation with Long Context Paper • 2602.06028 • Published Feb 5 • 36
ReGuLaR: Variational Latent Reasoning Guided by Rendered Chain-of-Thought Paper • 2601.23184 • Published Jan 30 • 36
SoMA: A Real-to-Sim Neural Simulator for Robotic Soft-body Manipulation Paper • 2602.02402 • Published Feb 2 • 32
A-RAG: Scaling Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces Paper • 2602.03442 • Published Feb 3 • 19
PaperBanana: Automating Academic Illustration for AI Scientists Paper • 2601.23265 • Published Jan 30 • 216
Reasoning-Enhanced Large Language Models for Molecular Property Prediction Paper • 2510.10248 • Published Oct 11, 2025 • 2
Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models Paper • 2601.22060 • Published Jan 29 • 154
Multi-Agent Collaboration via Evolving Orchestration Paper • 2505.19591 • Published May 26, 2025 • 7