共计 34 篇文章
2026
论文理解【LLM-OR】——【AlphaOPT】Formulating Optimization Programs with Self-Improving LLM Experien
论文理解【LLM-Agent】—— 【ReAct】Synergizing Reasoning and Acting in Language Models
论文理解【LLM-Agent】—— 【Reflexion】Language Agents with Verbal Reinforcement Learning
论文理解【LLM-OR】——【OptMATH】A Scalable Bidirectional Data Synthesis Framework for Optimization Modeling
论文理解【LLM-Agent】——【SkillOpt】Executive Strategy for Self-Evolving Agent Skills
论文理解【LLM-OR】——【LLMOPT】Learning to Define and Solve General Optimization Problems from Scratch
论文理解【LLM-OR】——【OptiMUS】Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models
论文理解【LLM-OR】——【SIRL】Solver-Informed RL-Grounding Large Language Models for Authentic Optimization M
论文理解【LLM-Clarification】——【QDrawer】Asking the Right Question at the Right Time
强化学习拾遗 —— 策略梯度定理的两种详细推导