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👩🏾🏫 and Actor-Critic
Manage episode 409945774 series 3454537
内容由J.S. Rose提供。所有播客内容（包括剧集、图形和播客描述）均由 J.S. Rose 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品，您可以按照此处概述的流程进行操作https://zh.player.fm/legal。
The Actor-Critic Method, a reinforcement learning technique, uses two models: the actor, which makes decisions based on a policy, and the critic, which evaluates these decisions. This method has been influential in fields such as autonomous vehicles, robotics, game AI, finance, healthcare, energy management, natural language processing, and supply chain optimization. Despite its complexity and potential for instability, the Actor-Critic Method is a powerful tool in AI learning, combining the strengths of policy-based and value-based approaches.
Website: synapticlabs.ai
Youtube: https://www.youtube.com/@synapticlabs
Substack: https://professorsynapse.substack.com/
116集单集
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Manage episode 409945774 series 3454537
内容由J.S. Rose提供。所有播客内容（包括剧集、图形和播客描述）均由 J.S. Rose 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品，您可以按照此处概述的流程进行操作https://zh.player.fm/legal。
The Actor-Critic Method, a reinforcement learning technique, uses two models: the actor, which makes decisions based on a policy, and the critic, which evaluates these decisions. This method has been influential in fields such as autonomous vehicles, robotics, game AI, finance, healthcare, energy management, natural language processing, and supply chain optimization. Despite its complexity and potential for instability, the Actor-Critic Method is a powerful tool in AI learning, combining the strengths of policy-based and value-based approaches.
Website: synapticlabs.ai
Youtube: https://www.youtube.com/@synapticlabs
Substack: https://professorsynapse.substack.com/
116集单集
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