agent control/ C7810C Computer-aided instruction C6170 Expert systems and other AI software and techniquesIntelligent learning systems (ILSs) have evolved in the last few years basically because of influences received from multi-agent architectures (MAs). Conflict resolution among agents has been a ...
基于人工智能和强化学习的教科书,试图对AI agent做个定义。 An agent takes actions to achieve a goal. agent = perception + action + feedback + learning (+ model) 做了一个短视频:AI Agents in One Minute 有可能有错误,欢迎批评指正。 应该说明,毕竟是短视频,没有面面俱到,这里在讨论data-driven ...
"This Week in Machine Learning & AI" AI Agents and Data Integration with GPT and LLaMa with Jerry Liu - #628 (Podcast Episode 2023) - Movies, TV, Celebs, and more...
“AI agents are not just about replacing tasks but enhancing decision-making capabilities,” said Dr. Satya Nitta, former head of AI solutions at IBM and current thought leader in AI development at Emergence. “These agents allow enterprises to move from reactive to proactive operations...
In this paper, we conduct an empirical study on discovering the ordered collective dynamics obtained by a population of artificial intelligence (AI) agents. Our intention is to put AI agents into a simulated natural context, and then to understand their induced dynamics at the population level. ...
Unity在机器学习的转型始于2016年,在2016年,NVIDIA因为在AI上的成功转型成为一家千亿美元公司,对于同样在3D模型和图像渲染领域颇有经验的Unity来说,或许现在正是其转型AI基础平台的大好机会。 目前Unity已经发布了测试版ML-Agent SDK。ML-Agents SDK可以让研究人员和开发人员将使用Unity Editor所创建的游戏和模拟场景...
“Unity正处于机器学习与游戏之间的十字路口。我们的使命是使机器学习研究人员获得最强大的训练场景,将他们最新的机器学习技术的应用通过我们回馈给游戏界。 作为这项努力的第一步,我们很高兴推出Unity Machine Learning Agents(ML-Agents)。” 同时,Unity负责AI和机器学习的副总裁Danny Lange表示: ...
Artificial intelligence (AI, also machine intelligence, MI) is apparently intelligent behaviour by machines, rather than the natural intelligence (NI) of humans and other animals. In computer science AI research is defined as the study of "intelligent agents": any device that perceives its environm...
“In a sense, language agents can be viewed as AI systems that connect connectionism AI (i.e., the LLM backbone of agents) and symbolism AI (i.e., the pipeline of prompts and tools), which partially explains their effectiveness in real-world problem-solving scenarios,” the researchers wri...
Agent-Based Models (ABMs) are computational models in which autonomous “agents” interact with one another and with their environment, thereby producing aggregate emergent phenomena1. ABMs are an extremely successful tool for theory development, that is, to explore the macro-level implications of ...