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GenRL
GenRL is a PyTorch-First Reinforcement Learning library centered around reproducible and generalizable algorithm implementations.
reinforcement-learning pytorch deep-q-networks multi-agent-reinforcement-learning
Python Implementation of Reinforcement Learning: An Introduction
Plot replications, exercise solutions and Anki flashcards for the entire book by chapters.
reinforcement-learning code book tutorial
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
A Bayesian Perspective on Q-Learning
Can we use Q-value distributions to efficiently explore the state-action space?
bayes-rule q-learning interactive bayesian-deep-learning
Machine Learning Methods Explained (+ Examples)
Most common techniques used in data science projects; get to know them through easy-to-understand examples and put them into practice in your own ML ...
machine-learning deep-learning unsupervised-learning dimensionality-reduction
Spinning Up in Deep RL (OpenAI)
An educational resource to help anyone learn deep reinforcement learning.
reinforcement-learning tensorflow pytorch openai
Reinforcement Learning Tutorial
Important reinforcement learning (RL) algorithms, including policy iteration, Q-Learning, and Neural Fitted Q.
reinforcement-learning tutorial notebook code
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