arXiv

StudentBench: AI and human tutoring yield equivalent GRE learning gains

Artificial intelligence offers an unprecedented opportunity to augment human capabilities, yet progress at the fronti...

AI 聚合
2026-09-24
HuggingFace

Verifiable Hidden Dynamics Play: Generating Agentic RL Environments from Solved Mechanisms

Language-model agents increasingly face long-horizon tasks with evolving state, interdependent decisions, and delayed...

AI 聚合
2026-09-24
HuggingFace

Hunyuan-A13B Technical Report

We present Hunyuan-A13B, an open-source large language model based on a Mixture-of-Experts architecture. It contains ...

AI 聚合
2026-09-24
HuggingFace

PACT: From Credit Assignment to Critic Alignment

Reinforcement learning has become a central component of large language model (LLM) post-training, yet token-level cr...

AI 聚合
2026-09-24
HuggingFace

RewardVerse: Rubric-Guided Policy Optimization for Video Reward Modeling

Reinforcement learning (RL) is vital for optimizing video generation models, with a robust reward model (RM) serving ...

AI 聚合
2026-09-24
HuggingFace

SpeakerMem-R1: Speaker-Centered Dual-Track Memory for Multi-Party Dialogue

Long-term conversational memory in multi-party settings requires more than retrieving relevant content from long-term...

AI 聚合
2026-09-24
HuggingFace

MemBodied: Recurrent Associative Memory for Vision-Language-Action Models

Vision-Language-Action models provide a strong foundation for general-purpose robot control, yet a vast majority of p...

AI 聚合
2026-09-24
HuggingFace

StudentBench: AI and human tutoring yield equivalent GRE learning gains

Artificial intelligence offers an unprecedented opportunity to augment human capabilities, yet progress at the fronti...

AI 聚合
2026-09-24
HuggingFace

EmbodiedSWE: Coding Agents for Long Horizon Dexterous Robotics

We study coding agents for long-horizon, dexterous robotics and ask whether their solutions can provide scalable supe...

AI 聚合
2026-09-24
HuggingFace

Just-in-Time Memory: Learning to Curate Task-Adaptive Memory for LLM Agents

Agentic memory systems reuse past experience to improve future performance, yet most existing designs curate memory a...

AI 聚合
2026-09-24
HuggingFace

HappyWorld-Bench

Evaluating world models requires assessing both the quality of the worlds they generate and their consistency and res...

AI 聚合
2026-09-24
HuggingFace

Spatial-Interactor: Learning Spatial Reasoning through Interaction with the Observable Physical World

Spatial reasoning is essential for vision-language models (VLMs) to understand and act in the physical world. Reasoni...

AI 聚合
2026-09-24
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