Modularized Implementation of Deep RL Algorithms in PyTorch
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
TensorFlow implementation of Deep Reinforcement Learning papers
Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)
For deep RL and the future of AI.
A collection of comprehensive notes on Deep Reinforcement Learning, customized for UC Berkeley's CS 285 (prev. CS 294-112)
Deep RL algorithm in pytorch
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
Adversarial attacks on Deep Reinforcement Learning (RL)
Books for machine learning, deep learning, math, NLP, CV, RL, etc
翻译 - 机器学习，深度学习，数学，NLP，CV，RL等书籍
Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.
Deep RL for MPC control of Quadruped Robot Locomotion
Train kuka robot reach a point with deep rl.
Deep Q-learning (DQN) for Multi-agent Reinforcement Learning (RL)
Materials for the Practical Sessions of the Reinforcement Learning Summer School 2019: Bandits, RL & Deep RL (PyTorch).
SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
翻译 - SEED RL：具有加速的中央推理功能的可扩展，高效的Deep-RL。使用SEED的体系结构在TF2中实现IMPALA和R2D2算法。
Combining Deep RL and SimPy models of hospital systems
Collection of Deep Reinforcement Learning algorithms
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
Reinforcement learning theory book about foundations of deep RL algorithms with proofs.
