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upvoted 3 papers 1 day ago

Driving Intents Amplify Planning-Oriented Reinforcement Learning

Paper • 2605.12625 • Published 4 days ago • 3

Action Emergence from Streaming Intent

Paper • 2605.12622 • Published 4 days ago • 3

MindVLA-U1: VLA Beats VA with Unified Streaming Architecture for Autonomous Driving

Paper • 2605.12624 • Published 4 days ago • 5

upvoted a paper 4 months ago

RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation

Paper • 2601.08430 • Published Jan 13 • 62

upvoted a paper 9 months ago

Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning

Paper • 2508.16949 • Published Aug 23, 2025 • 24