【RLChina论文研讨会】第65期 牟牧云 Model Predictive Complex System Control 25:05 【RLChina论文研讨会】第63期 李鹏翼 基于表征不对称性与协同进化的多智能体强化学习 53:39 【RLChina论文研讨会】第63期 赵一诺 机械臂控制中的视觉强化学习策略泛化研究近况 51:36 【RLChina论文研讨会】第62期 冯悦 A...
1. Foundation modelsd的无损压缩能力 2. 跨模态的压缩能力 3. 模型和数据集大小的trade-off 4. 使用无损压缩器作为生成模型 5. Tonkenization is Compression 一些思考 参考文献 今年有不少openai讨论压缩即泛化/智能的talk,今年3月Jack Rae在斯坦福的分享Compression For AGI,以及Ilya Sutskever最近的talk An obse...
The predictability effects in the language network were substantial, with the model capturing over 37% of explainable variance on held-out data. These findings indicate that human sentence processing mechanisms generate predictions about upcoming words using cognitive processes that are sensitive to ...
电机模型预测控制(Model Predictive Control,简称MPC)是一种基于模型的先进控制算法,适用于电机矢量控制。与传统的比例积分控制(PI控制)相比,MPC算法能够更好地优化控制性能和动态响应。 下面是电机模型预测控制算法的基本步骤: 建立电机模型:首先,需要建立电机的动态数学模型。一般情况下,可以使用电机的状态空间方程或差...
This paper revisits LLM reasoning from an optimal-control perspective, proposing a novel method, Predictive-Decoding, that leverages Model Predictive Control to enhance planning accuracy. By re-weighting LLM distributions based on foresight trajectories, Predictive-Decoding aims to mitigate early errors ...
5to train a large language model for medical language (NYUTron) and subsequently fine-tune it across a wide range of clinical and operational predictive tasks. We evaluated our approach within our health system for five such tasks: 30-day all-cause readmission prediction, in-hospital mortality ...
SELF: LANGUAGE-DRIVEN SELF-EVOLUTION FOR LARGE LANGUAGE MODEL; Jianqiao Lu et al Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond; Liang Chen et al A Zero-Shot Language Agent for Computer Control with Structured Reflection...
technical analysis and human analysis, each utilizing a Large Language Model (LLM) to analyze the stock related information from a specific perspective. By integrating insights from these experts, the PloutosGPT can leverage a broad spectrum of knowledge and techniques to inform its predictive capabili...
Fig. 2: Language-model-guided affinity maturation of seven human antibodies. a, Strip plots visualizing the two rounds of directed evolution conducted for each antibody. Each point represents an IgG or Fab variant plotted according to the fold change inKdfrom wild-type on theyaxis and jitter on...
《Temporal Difference Learning for Model Predictive Control》(2022) GitHub: github.com/nicklashansen/tdmpc [fig2]《A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection》(2022) GitHub: github.com/suyukun666/UFO [fig3]...