SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics Paper • 2506.01844 • Published 8 days ago • 86
view article Article SmolVLA: Efficient Vision-Language-Action Model trained on Lerobot Community Data By danaaubakirova and 8 others • 8 days ago • 113
Taming LLMs by Scaling Learning Rates with Gradient Grouping Paper • 2506.01049 • Published 9 days ago • 36
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning Paper • 2506.01939 • Published 8 days ago • 145
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Paper • 2505.16400 • Published 20 days ago • 30
DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution Paper • 2411.02359 • Published Nov 4, 2024 • 13
Improving and Benchmarking Offline Reinforcement Learning Algorithms Paper • 2306.00972 • Published Jun 1, 2023
Absolute Zero: Reinforced Self-play Reasoning with Zero Data Paper • 2505.03335 • Published May 6 • 170
Absolute Zero: Reinforced Self-play Reasoning with Zero Data Paper • 2505.03335 • Published May 6 • 170
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Paper • 2504.13837 • Published Apr 18 • 128 • 21
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Paper • 2504.13837 • Published Apr 18 • 128 • 21
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Paper • 2504.13837 • Published Apr 18 • 128 • 21
CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning Paper • 2504.13820 • Published Apr 18 • 17
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Paper • 2504.13837 • Published Apr 18 • 128
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Paper • 2504.13837 • Published Apr 18 • 128 • 21
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Paper • 2504.13837 • Published Apr 18 • 128 • 21
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Paper • 2504.13837 • Published Apr 18 • 128 • 21
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Paper • 2504.13837 • Published Apr 18 • 128 • 21
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Paper • 2504.13837 • Published Apr 18 • 128 • 21