HuggingFace 每日AI论文速递

2025.06.03 | 高熵Token提升LLM推理；推理健身房优化强化学习环境。

03 Jun 2025

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本期的 15 篇论文如下：[00:22] 🧠 Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning（超越80/20法则：高熵少数Token驱动LLM推理的有效强化学习）[01:05] 🧠 REASONING GYM: Reasoning Environments for Reinforcement Learning with Verifiable Rewards（推理健身房：基于可验证奖励的强化学习推理环境）[01:46] 🤖 SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics（SmolVLA：一种用于经济高效型机器人的视觉-语言-动作模型）[02:31] 🚀 Taming LLMs by Scaling Learning Rates with Gradient Grouping（通过梯度分组调整学习率以驯服大型语言模型）[03:19] 🧩 Jigsaw-R1: A Study of Rule-based Visual Reinforcement Learning with Jigsaw Puzzles（拼图-R1：基于规则的视觉强化学习与拼图游戏研究）[04:06] 🎬 Temporal In-Context Fine-Tuning for Versatile Control of Video Diffusion Models（用于视频扩散模型多功能控制的时序上下文微调）[04:43] 🤖 ARIA: Training Language Agents with Intention-Driven Reward Aggregation（ARIA：基于意图驱动的奖励聚合训练语言智能体）[05:27] 🤖 LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks（LoHoVLA：用于长时程具身任务的统一视觉-语言-动作模型）[06:02] 🤖 ShapeLLM-Omni: A Native Multimodal LLM for 3D Generation and Understanding（ShapeLLM-Omni：用于3D生成与理解的原生多模态LLM）[06:41] 🤖 Learning Video Generation for Robotic Manipulation with Collaborative Trajectory Control（基于协作轨迹控制的机器人操作视频生成学习）[07:15] 🚀 AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning（AReaL：用于语言推理的大规模异步强化学习系统）[07:56] 🌍 EarthMind: Towards Multi-Granular and Multi-Sensor Earth Observation with Large Multimodal Models（地球之 Mind：面向多粒度和多传感器地球观测的大型多模态模型）[08:35] 🤔 SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning（SRPO：通过反思感知强化学习增强多模态LLM的推理能力）[09:14] 🤖 MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning（MiCRo：用于个性化偏好学习的混合建模和上下文感知路由）[09:48] 🤖 Incentivizing Reasoning for Advanced Instruction-Following of Large Language Models（激励推理以提升大型语言模型的高级指令跟随能力）【关注我们】您还可以在以下平台找到我们，获得播客内容以外更多信息小红书: AI速递

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13:00H | 21 DIC 2025 | Fin de Semana

01 Jan 1970

Fin de Semana

10:00H | 21 DIC 2025 | Fin de Semana

01 Jan 1970

Fin de Semana

12:00H | 20 DIC 2025 | Fin de Semana

01 Jan 1970

Fin de Semana

2ª PARTE | 06 ENE 2026 | EL PARTIDAZO DE COPE

01 Jan 1970

El Partidazo de COPE

3ª PARTE | 22 ENE 2026 | EL PARTIDAZO DE COPE

01 Jan 1970

El Partidazo de COPE

3ª PARTE | 04 MAR 2026 | EL PARTIDAZO DE COPE

01 Jan 1970

El Partidazo de COPE

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HuggingFace 每日AI论文速递

2025.06.03 | 高熵Token提升LLM推理；推理健身房优化强化学习环境。

This episode hasn't been transcribed yet

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13:00H | 21 DIC 2025 | Fin de Semana

10:00H | 21 DIC 2025 | Fin de Semana

12:00H | 20 DIC 2025 | Fin de Semana

2ª PARTE | 06 ENE 2026 | EL PARTIDAZO DE COPE

3ª PARTE | 22 ENE 2026 | EL PARTIDAZO DE COPE

3ª PARTE | 04 MAR 2026 | EL PARTIDAZO DE COPE

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