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The Top 18 Algorithms A3c Open Source Projects

Open source projects categorized as Algorithms A3c
Deep Reinforcement Learning With Pytorch ⭐ 2,741
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
most recent commit a year ago
Minimalrl ⭐ 2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
most recent commit a year ago
Rl Starter Files ⭐ 571
RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code
most recent commit 7 months ago
Meta Rl ⭐ 332
Implementation of Meta-RL A3C algorithm
most recent commit 7 years ago
Machin ⭐ 206
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
total releases 7most recent commit 3 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
Rl Examples ⭐ 88
Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow
most recent commit 4 years ago
Relaax ⭐ 58
Reinforcement Learning framework to facilitate development and use of scalable RL algorithms and applications
most recent commit 6 years ago
Deep Rl Agents ⭐ 28
most recent commit 5 years ago
Reinforcement_learning_with_tensorflow ⭐ 25
Minimal implementations of reinforcement learning algorithms by Tensorflow
most recent commit 6 years ago
Srlf ⭐ 24
Simple Reinforcement Learning Framework
most recent commit 6 years ago
Rl ⭐ 14
Reinforcement learning algorithms implemented using Keras and OpenAI Gym
most recent commit 7 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
Reinforcement Learning Super Mario A3c ⭐ 10
Learning to play supermario using A3C algorithm
most recent commit 6 years ago
Deep Reinforcement Learning With Pytorch ⭐ 8
Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO
most recent commit 3 years ago
Hobotrl ⭐ 6
Common RL framework and utilities.
most recent commit 6 years ago
Rl Agents ⭐ 6
most recent commit 6 years ago
Meta_relational_a3c ⭐ 5
Meta learner A3C algorithm with a neural relational memory module
most recent commit 6 years ago
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