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The Top 23 Python Deep Reinforcement Learning Open Source Projects

Open source projects categorized as Python Deep Reinforcement Learning
Categories > Machine Learning > Deep Reinforcement Learning
Rl Medical ⭐ 171
Deep Reinforcement Learning (DRL) agents applied to medical images
most recent commit 4 years ago
Deep Reinforcement Learning For Dialogue Generation In Tensorflow ⭐ 170
Deep-Reinforcement-Learning-for-Dialogue-Generatio
most recent commit 7 years ago
Noisynet A3c ⭐ 169
Noisy Networks for Exploration
most recent commit 6 years ago
Deep Rts ⭐ 169
A Real-Time-Strategy game for Deep Learning research
most recent commit a year ago
Offlinerl Kit ⭐ 165
An elegant PyTorch offline reinforcement learning library for researchers.
most recent commit 5 months ago
Spinning Up Basic ⭐ 164
Basic versions of agents from Spinning Up in Deep RL written in PyTorch
most recent commit 3 years ago
Evogym ⭐ 159
A large-scale benchmark for co-optimizing the design and control of soft robots, as seen in NeurIPS 2021.
most recent commit 6 months ago
Hierarchical Actor Critic Hac Pytorch ⭐ 154
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
most recent commit 2 years ago
Baby A3c ⭐ 153
A high-performance Atari A3C agent in 180 lines of PyTorch
most recent commit 3 years ago
Drl ⭐ 151
Repository for codes of 'Deep Reinforcement Learning'
most recent commit 5 years ago
Jssenv ⭐ 142
An OpenAi Gym environment for the Job Shop Scheduling problem.
total releases 2most recent commit 5 months ago
Scalphagozero ⭐ 139
An independent implementation of DeepMind's AlphaGoZero in Scala, using Deeplearning4J (DL4J)
most recent commit 4 years ago
Deeprl Tensorflow2 ⭐ 139
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
most recent commit 4 years ago
Torch Ac ⭐ 134
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
most recent commit 2 years ago
Go Bot Drl ⭐ 130
Goal-Oriented Chatbot trained with Deep Reinforcement Learning
most recent commit 5 years ago
Raveforce ⭐ 126
RaveForce - An OpenAI Gym style toolkit for music generation experiments.
total releases 4most recent commit 2 years ago
Tetris Ai ⭐ 125
A deep reinforcement learning bot that plays tetris
most recent commit 3 years ago
Timechamber ⭐ 121
A Massively Parallel Large Scale Self-Play Framework
most recent commit a year ago
Atari Rl ⭐ 121
Atari - Deep Reinforcement Learning algorithms in TensorFlow
most recent commit 2 years ago
Supersonic ⭐ 115
SuperSonic, a new open-source framework to allow compiler developers to integrate RL into compilers easily, regardless of their RL expertise.
most recent commit a year ago
Deeprl_algorithms ⭐ 112
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
most recent commit 3 years ago
Interp E2e Driving ⭐ 110
Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning
most recent commit 2 years ago
Torchrl ⭐ 107
Highly Modular and Scalable Reinforcement Learning
most recent commit 4 years ago
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