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👩🏾‍🏫 and Actor-Critic

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Kandungan disediakan oleh J.S. Rose. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh J.S. Rose atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.

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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/

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116 episod

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Manage episode 409946028 series 3454754
Kandungan disediakan oleh J.S. Rose. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh J.S. Rose atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.

Send us a text

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/

  continue reading

116 episod

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