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The Top 23 Dqn Rainbow Open Source Projects

Open source projects categorized as Dqn Rainbow
Categories > Rainbow
Deeprl ⭐ 2,834
Modularized Implementation of Deep RL Algorithms in PyTorch
most recent commit 2 years ago
Rainbow Is All You Need ⭐ 1,637
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
most recent commit 6 months ago
Rainbow ⭐ 1,272
Rainbow: Combining Improvements in Deep Reinforcement Learning
most recent commit 2 years ago
Pfrl ⭐ 1,046
PFRL: a PyTorch-based deep reinforcement learning library
most recent commit 9 months ago
Reinforcement Implementation ⭐ 380
Implementation of benchmark RL algorithms
most recent commit 2 years ago
Rainbow ⭐ 138
A PyTorch implementation of Rainbow DQN agent
most recent commit 6 years ago
Deep_rl_zoo ⭐ 65
A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartPole, LunarLander, and MountainCar.
most recent commit 9 months ago
Rl Experiments ⭐ 47
High-quality implementations of deep reinforcement learning algorithms for experiments
most recent commit 3 years ago
Reinforcementlearningzoo.jl ⭐ 45
most recent commit 3 years ago
Rainbow ⭐ 44
RainBow, Tensorflow
most recent commit 6 years ago
Deeprl Baselines ⭐ 31
Deep reinforcement learning baselines base on OpenAI. More algorithms are included, such as Rainbow: Combining Improvements in Deep Reinforcement Learning
most recent commit 6 years ago
Ai Traineree ⭐ 21
PyTorch agents and tools for (Deep) Reinforcement Learning
most recent commit 2 years ago
Dqn Atari Agents ⭐ 18
DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow, and DRQN
most recent commit 3 years ago
Dqn_zoo ⭐ 16
The implement of all kinds of dqn reinforcement learning with Pytorch
most recent commit 3 years ago
Atari Leaderboard ⭐ 16
A leaderboard of human and machine performance on the Arcade Learning Environment (ALE).
most recent commit 6 years ago
Rl_lib ⭐ 13
Series of deep reinforcement learning algorithms 🤖
most recent commit 3 years ago
Deep Reinforcement Learning Notebooks ⭐ 13
This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.
most recent commit 3 years ago
Dqn Pytorch ⭐ 11
PyTorch - Implicit Quantile Networks - Quantile Regression - C51
most recent commit 5 years ago
Spacefortress ⭐ 9
OpenAI Gym compatible reinforcement learning environment for Space Fortress https://arxiv.org/abs/1809.02206
most recent commit 2 years ago
Pycon2018 Rl_adventure ⭐ 8
most recent commit 6 years ago
Rainbow ⭐ 8
Rainbow: Combining Improvements in Deep Reinforcement Learning
most recent commit 6 years ago
Dqn ⭐ 7
Applying the DQN-Agent from keras-rl to Starcraft 2 Learning Environment and modding it to to use the Rainbow-DQN algorithms.
most recent commit 5 years ago
Iqn And Extensions ⭐ 7
PyTorch Implementation of Implicit Quantile Networks (IQN) for Distributional Reinforcement Learning with additional extensions like PER, Noisy layer, N-step bootstrapping, Dueling architecture and parallel env support.
most recent commit 4 years ago
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