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title
description
image
site name
author
samir
updated
2026-02-27 06:56:33
raw text
CS 224R Deep Reinforcement Learning CS 224R Deep Reinforcement Learning Spring 2023, Class: Mon, Wed 4:30pm-5:50pm, Gates B1 CS224R will be offered again in Spring 2025. Description: Humans, animals, and robots faced with the world must make decisions and take actions in the world. Moreover, the decisions they choose affect the world they exist in and those outcomes must be taken into account. This course is about algorithms for deep reinforcement learning – methods for learning behavior from experience, with a focus on practical algorithms that use deep neural networks to learn behavior from high-dimensional observations. Topics will include methods for learning from demonstrations, both model-based and model-free deep RL methods, methods for learning from offline datasets, and more advanced techniques for learning multiple tasks such as goal-conditioned RL, meta-RL, and unsupervised skill discovery. These methods will be inst...
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