cs.LG（2025-08-09）
📊 共 3 篇论文 | 🔗 1 篇有代码
🎯 兴趣领域导航
🔬 支柱二：RL算法与架构 (RL & Architecture) (3 篇)
| # | 题目 | 一句话要点 | 标签 | 🔗 | ⭐ |
|---|---|---|---|---|---|
| 1 | From Imitation to Optimization: A Comparative Study of Offline Learning for Autonomous Driving | 提出离线强化学习方法以解决自动驾驶中的模仿学习局限性 | reinforcement learning offline RL offline reinforcement learning | ||
| 2 | PANAMA: A Network-Aware MARL Framework for Multi-Agent Path Finding in Digital Twin Ecosystems | 提出PANAMA框架以解决数字双胞胎生态系统中的多智能体路径规划问题 | reinforcement learning embodied AI | ||
| 3 | AMFT: Aligning LLM Reasoners by Meta-Learning the Optimal Imitation-Exploration Balance | 提出AMFT以解决LLM推理任务中的模仿与探索平衡问题 | reinforcement learning large language model | ✅ |