Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments Paper • 2602.11964 • Published 3 days ago • 8
Think Longer to Explore Deeper: Learn to Explore In-Context via Length-Incentivized Reinforcement Learning Paper • 2602.11748 • Published 3 days ago • 26
Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models Paper • 2602.12036 • Published 3 days ago • 86
GENIUS: Generative Fluid Intelligence Evaluation Suite Paper • 2602.11144 • Published 4 days ago • 52
GigaBrain-0.5M*: a VLA That Learns From World Model-Based Reinforcement Learning Paper • 2602.12099 • Published 3 days ago • 46
DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing Paper • 2602.12205 • Published 3 days ago • 72
The Devil Behind Moltbook: Anthropic Safety is Always Vanishing in Self-Evolving AI Societies Paper • 2602.09877 • Published 5 days ago • 182
view article Article LateOn-Code & ColGrep: LightOn unveils state-of-the-art code retrieval models and code search tooling 3 days ago • 41
view article Article OpenEnv in Practice: Evaluating Tool-Using Agents in Real-World Environments +3 3 days ago • 16
PhyCritic: Multimodal Critic Models for Physical AI Paper • 2602.11124 • Published 4 days ago • 49
Internalizing Meta-Experience into Memory for Guided Reinforcement Learning in Large Language Models Paper • 2602.10224 • Published 5 days ago • 18
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning Paper • 2602.08234 • Published 6 days ago • 64
Chain of Mindset: Reasoning with Adaptive Cognitive Modes Paper • 2602.10063 • Published 5 days ago • 69
Dr. MAS: Stable Reinforcement Learning for Multi-Agent LLM Systems Paper • 2602.08847 • Published 6 days ago • 23
Rolling Sink: Bridging Limited-Horizon Training and Open-Ended Testing in Autoregressive Video Diffusion Paper • 2602.07775 • Published 7 days ago • 7
OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration Paper • 2602.05400 • Published 10 days ago • 309