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upvoted 9 papers 3 months ago

VisualToolAgent (VisTA): A Reinforcement Learning Framework for Visual Tool Selection

Paper • 2505.20289 • Published May 26 • 10

Universal Reasoner: A Single, Composable Plug-and-Play Reasoner for Frozen LLMs

Paper • 2505.19075 • Published May 25 • 21

Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO

Paper • 2505.22453 • Published May 28 • 46

Sherlock: Self-Correcting Reasoning in Vision-Language Models

Paper • 2505.22651 • Published May 28 • 51

ATLAS: Learning to Optimally Memorize the Context at Test Time

Paper • 2505.23735 • Published May 29 • 23

UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning

Paper • 2505.23380 • Published May 29 • 23

ChARM: Character-based Act-adaptive Reward Modeling for Advanced Role-Playing Language Agents

Paper • 2505.23923 • Published May 29 • 7

Role-Playing Evaluation for Large Language Models

Paper • 2505.13157 • Published May 19 • 7

SiLVR: A Simple Language-based Video Reasoning Framework

Paper • 2505.24869 • Published May 30 • 5