LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts Paper • 2510.19363 • Published 7 days ago • 57
Beyond Pipelines: A Survey of the Paradigm Shift toward Model-Native Agentic AI Paper • 2510.16720 • Published 10 days ago • 6
Scaling Language-Centric Omnimodal Representation Learning Paper • 2510.11693 • Published 15 days ago • 97
The Geometry of Reasoning: Flowing Logics in Representation Space Paper • 2510.09782 • Published 18 days ago • 5
QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs Paper • 2510.11696 • Published 15 days ago • 168
Diffusion Transformers with Representation Autoencoders Paper • 2510.11690 • Published 15 days ago • 160
Demystifying Reinforcement Learning in Agentic Reasoning Paper • 2510.11701 • Published 15 days ago • 31
D2E: Scaling Vision-Action Pretraining on Desktop Data for Transfer to Embodied AI Paper • 2510.05684 • Published 22 days ago • 133
Hybrid Reinforcement: When Reward Is Sparse, It's Better to Be Dense Paper • 2510.07242 • Published 20 days ago • 30