Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs
Paper • 2601.08763 • Published • 151
Maarten Bussler
MaartenBussler
AI & ML interests
Machine Learning, Computer Vision, Cloud Computing
Organizations
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upvoted a paper 5 months ago
upvoted 6
papers 6 months ago
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
Paper • 2601.05242 • Published • 235
CaricatureGS: Exaggerating 3D Gaussian Splatting Faces With Gaussian Curvature
Paper • 2601.03319 • Published • 54
Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization
Paper • 2601.05432 • Published • 171
Reinforcement Learning in Vision: A Survey
Paper • 2508.08189 • Published • 30
REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models
Paper • 2501.03262 • Published • 103
Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards
Paper • 2601.06021 • Published • 48