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Introduction to Reinforcement Learning
In this video I give a brief introduction to Reinforcement Learning.
reinforcement-learning code notebook video
Transformer Reinforcement Learning
Leandro von Werra tells us about his new library which enables you to fine-tune GPT-2 towards a higher-level objective (sentiment of the generated text).
transformers reinforcement-learning natural-language-processing video
Plan2Explore: Plan to Explore via Self-Supervised World Models
A self-supervised reinforcement learning agent that tackles task-specific and the sample efficiency challenges.
self-supervised-learning reinforcement-learning plan2explore article
DQN In Pytorch Livestream Series
I'm doing a series of streams about reinforcement learning (starting from Q learning) focused on showing the work in as much detail as possible (e.g. ...
reinforcement-learning deep-q-networks pytorch video
Unsupervised Reinforcement Learning
Lecture on unsupervised reinforcement learning by Sergey Levine. Originally prepared for AAMAS 2020.
reinforcement-learning unsupervised-learning unsupervised-reinforcement-learning video
CS285: Deep Reinforcement Learning
A course on deep reinforcement learning, transfer and multi-task learning.
reinforcement-learning multi-task-learning course tutorial
Guided Uncertainty-Aware Policy Optimization
Combining learning and model-based strategies for sample-efficient policy learning.
reinforcement-learning policy-optimization uncertainty robotics
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