optimality guarantees

3 papers

• On the Universal Near Optimality of Hedge in Combinatorial Settings
• Progress Reward Model for Reinforcement Learning via Large Language Models
• Theoretically Grounded Framework for LLM Watermarking: A Distribution-Adaptive Approach