cs.LG（2023-10-22）

📊 共 8 篇论文

🎯 兴趣领域导航

支柱二：RL算法与架构 (RL & Architecture) (4) 支柱九：具身大模型 (Embodied Foundation Models) (3) 支柱三：空间感知与语义 (Perception & Semantics) (1)

🔬 支柱二：RL算法与架构 (RL & Architecture) (4 篇)

#	题目	一句话要点	标签	🔗	⭐
1	Robust Visual Imitation Learning with Inverse Dynamics Representations	提出逆动力学状态表示学习以解决模仿学习环境不一致问题	imitation learning representation learning
2	Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization	提出高效元神经启发式算法以解决多目标组合优化问题	reinforcement learning deep reinforcement learning
3	Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement	提出神经启发式方法以增强多目标组合优化的解的多样性	reinforcement learning deep reinforcement learning
4	Promoting Generalization for Exact Solvers via Adversarial Instance Augmentation	提出对抗实例增强方法以提升MILP求解器的泛化能力	reinforcement learning imitation learning

🔬 支柱九：具身大模型 (Embodied Foundation Models) (3 篇)

#	题目	一句话要点	标签	🔗	⭐
5	LUNA: A Model-Based Universal Analysis Framework for Large Language Models	提出LUNA框架以解决大语言模型分析的信任性问题	large language model
6	MoPe: Model Perturbation-based Privacy Attacks on Language Models	提出MoPe方法以识别语言模型训练数据中的敏感信息	large language model
7	Prompt Engineering Through the Lens of Optimal Control	提出最优控制框架以优化多轮提示工程	large language model

🔬 支柱三：空间感知与语义 (Perception & Semantics) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
8	A global product of fine-scale urban building height based on spaceborne lidar	基于空间激光雷达提出全球城市建筑高度数据集以解决城市环境表征问题	height map

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