cs.LG（2024-01-14）

📊 共 7 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) (2) 支柱一：机器人控制 (Robot Control) (2 🔗1) 支柱九：具身大模型 (Embodied Foundation Models) (2) 支柱八：物理动画 (Physics-based Animation) (1)

🔬 支柱二：RL算法与架构 (RL & Architecture) (2 篇)

#	题目	一句话要点	标签	🔗	⭐
1	BET: Explaining Deep Reinforcement Learning through The Error-Prone Decisions	提出BET结构以识别深度强化学习中的错误决策状态	reinforcement learning deep reinforcement learning DRL
2	Reinforcement Learning from LLM Feedback to Counteract Goal Misgeneralization	提出利用大语言模型反馈解决强化学习中的目标误泛化问题	reinforcement learning large language model

🔬 支柱一：机器人控制 (Robot Control) (2 篇)

#	题目	一句话要点	标签	🔗	⭐
3	CoVO-MPC: Theoretical Analysis of Sampling-based MPC and Optimal Covariance Design	提出CoVo-MPC以优化采样基础的模型预测控制	MPC model predictive control reinforcement learning	✅
4	Killer Apps: Low-Speed, Large-Scale AI Weapons	探讨AI武器在信息领域的心理操控潜力	manipulation

🔬 支柱九：具身大模型 (Embodied Foundation Models) (2 篇)

#	题目	一句话要点	标签	🔗	⭐
5	PDE Generalization of In-Context Operator Networks: A Study on 1D Scalar Nonlinear Conservation Laws	提出ICON模型以解决广泛PDE相关科学学习任务	foundation model
6	A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models	综述深度学习统计理论，探讨近似、训练动态与生成模型	large language model

🔬 支柱八：物理动画 (Physics-based Animation) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
7	Polariton lattices as binarized neuromorphic networks	提出基于极化子晶格的二元神经网络以提升计算效率	PULSE

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