task-specific rewards

3 papers

• Fair Cooperation in Mixed-Motive Games via Conflict-Aware Gradient Adjustment
• Recognition through Reasoning: Reinforcing Image Geo-localization with Large Vision-Language Models
• SAM-R1: Leveraging SAM for Reward Feedback in Multimodal Segmentation via Reinforcement Learning