optimal solution
The best possible solution to an optimization problem, often sought in AI training to maximize performance metrics.
- A Learning-Augmented Approach to Online Allocation Problems
- Accelerating Model-Free Optimization via Averaging of Cost Samples
- CHPO: Constrained Hybrid-action Policy Optimization for Reinforcement Learning
- Learning-Augmented Algorithms for $k$-median via Online Learning
- Neural Combinatorial Optimization for Time Dependent Traveling Salesman Problem
- SPACE: Noise Contrastive Estimation Stabilizes Self-Play Fine-Tuning for Large Language Models