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👩🏾🏫 and Actor-Critic
Manage episode 409945774 series 3454537
Content provided by J.S. Rose. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by J.S. Rose or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://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/
113 episodes
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Manage episode 409945774 series 3454537
Content provided by J.S. Rose. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by J.S. Rose or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://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/
113 episodes
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