title = {Introducing AI vs. AI a deep reinforcement learning multi-agents competition system}, journal = {Hugging Face Blog}, year = {2023}, note = {https://huggingface.co/blog/aivsai}, } 英文原文:https://huggingface.co/blog/aivsai...
人工智能(ArtificialIntelligence,AI)是最宽泛的概念,是研发用于模拟、延伸和扩展人的智能的理论、方法、技术及应用系统的一门新的技术科学 机器学习(MachineLearning,ML)是当前比较有效的一种实现人工智能的方式。 深度学习(DeepLearning,DL)是机器学习算法中最热门的一个分支,近些年取得了显著的进展,并替代了大多数传统...
AI is the overarching system. Machine learning is a subset of AI. Deep learning is a subfield of machine learning, and neural networks make up the backbone of deep learning algorithms. It’s the number of node layers, or depth, of neural networks that distinguishes a single neural network f...
AI, machine learning, and deep learning are terms that are often used interchangeably. But they are not the same things.
A Study of Complex Deep Learning Networks on High Performance, Neuromorphic, and Quantum Computers arxiv.org/abs/1703.05364 而奥地利格拉茨技术大学的Guillaume Bellec、Franz Scherr等人，最近在arXiv上公开了一项研究，提出了反向传播的一种替代方案。他们的研究题为：Biologically inspired alternatives to back...
针对deep learning的编译器,把应用限制在tensor operator上,做domain specific optimization。传统编译器面向的程序更加general。前者更偏上层,只需要考虑deep models,流行的deep models基本算子就卷积和矩阵乘,后者更偏底层。 以TVM和LLVM举例,TVM拿到模型的计算图,先用Relay做一下图切分,算子融合,conv-bn-relu之类的,...
Deep Learning vs. Machine Learning Deep learning works by breaking down information into interconnected relationships—essentially making deductions based on a series of observations. By managing the data and the patterns deduced by machine learning, deep learning creates a number of references to be us...
交叉领域:结合生物学、机械工程、控制理论,实现人机交互、自主机器人控制等。 5. 强化学习(Reinforcement Learning, RL) 研究智能体如何通过试错学习优化策略,应用于游戏AI、自动驾驶等领域。 核心方向:深度强化学习、多智能体系统、自适应策略优化。 6. AI...
The applications of this technology are truly so far reaching that the new mantra, of Deep Learning in Every Software, may well become a reality within this decade.Through our intelligent algorithms, cloud infrastructure and partnerships with leading organizations such as NVIDIA and OpenAI, we ...