mwg's repositories

agents

TF-Agents is a library for Reinforcement Learning in TensorFlow

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bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

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dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

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ray

A fast and simple framework for building and running distributed applications.

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Deep_reinforcement_learning_Course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

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lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

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machine_learning

Machine Learning and Deep Learning with Python, scikit-learning and Tensorflow

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marl_transfer

Code for paper 'Learning transferable cooperative behaviors in multi-agent teams' (ICML 2019)

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scalable_agent

A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.

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tensorflow_learning

Tensorflow (1 or 2) Machine Learning and Deep Learning

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