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upvoted 2 papers 3 months ago

Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs

Paper • 2601.08763 • Published Jan 13 • 150

Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning

Paper • 2601.09667 • Published Jan 14 • 93

upvoted a paper 10 months ago

SciArena: An Open Evaluation Platform for Foundation Models in Scientific Literature Tasks

Paper • 2507.01001 • Published Jul 1, 2025 • 46

upvoted 2 papers about 1 year ago

MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search

Paper • 2503.20757 • Published Mar 26, 2025 • 11

MMVU: Measuring Expert-Level Multi-Discipline Video Understanding

Paper • 2501.12380 • Published Jan 21, 2025 • 84