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1. ActiveUltraFeedback: Efficient Preference Data Generation using Active Learning
   arXiv.org2026-03-10alphaXiv arXiv S2
2. RewardUQ: A Unified Framework for Uncertainty-Aware Reward Models
   arXiv.org2026-02-27alphaXiv arXiv S2
3. Aligning Language Models from User Interactions
   arXiv.org2026-02-18alphaXiv arXiv S2
4. Apertus: Democratizing Open and Compliant LLMs for Global Language Environments
   Annual Meeting of the Association for Computational Linguistics2026S2
5. Stackelberg Learning from Human Feedback: Preference Optimization as a Sequential Game
   arXiv.org2025-12-18alphaXiv arXiv S2
6. Scalable ride-sourcing vehicle rebalancing with service accessibility guarantee: A constrained mean-field reinforcement learning approach
   Transportation Research Part C: Emerging Technologies2025-03-31alphaXiv arXiv S2
7. Learning Collusion in Episodic, Inventory-Constrained Markets
   Adaptive Agents and Multi-Agent Systems2024-10-24alphaXiv arXiv S2