π Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
β606Jun 4, 2022Updated 3 years ago
Alternatives and similar repositories for DeepRL-TensorFlow2
Users that are interested in DeepRL-TensorFlow2 are comparing it to the libraries listed below
Sorting:
- Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]β315Sep 28, 2022Updated 3 years ago
- TensorFlow2 Reinforcement Learningβ476Feb 13, 2022Updated 4 years ago
- π³ Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.β70Feb 28, 2021Updated 5 years ago
- Tensorflow 2 Reinforcement Learning Cookbook, published by Packtβ196Feb 5, 2026Updated 3 weeks ago
- DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDβ¦β347Mar 25, 2023Updated 2 years ago
- Reinforcement Learning Algorithms Based on PyTorchβ452Oct 21, 2021Updated 4 years ago
- Deep Reinforcement Learning Algorithms implemented with Tensorflow 2.3β102Jul 19, 2022Updated 3 years ago
- Reinforcement learning tutorialsβ401Mar 25, 2023Updated 2 years ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QTβ¦β1,335Mar 13, 2025Updated 11 months ago
- TensorFlow 2.0 for Deep Reinforcement Learning.β88Aug 30, 2023Updated 2 years ago
- Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"β206Aug 12, 2021Updated 4 years ago
- Basic reinforcement learning implementation with tensorflow version 2.0β52Apr 20, 2020Updated 5 years ago
- This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Duelβ¦β692Dec 18, 2025Updated 2 months ago
- π€ Reinforcement Learning paper summaries, notebooks, and articles.β26Apr 16, 2020Updated 5 years ago
- implementation of distributed reinforcement learning with distributed tensorflowβ57Jun 5, 2021Updated 4 years ago
- β39Jan 8, 2020Updated 6 years ago
- Proximal Policy Optimization with Tensorflow 2.0β32Oct 14, 2019Updated 6 years ago
- PyTorch implementation of deep reinforcement learning algorithmsβ491Nov 19, 2021Updated 4 years ago
- Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)β3,150Apr 22, 2023Updated 2 years ago
- Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)β231Jul 10, 2022Updated 3 years ago
- Simple Reinforcement learning tutorials, θ«η¦Python δΈζAIζε¦β9,436Mar 31, 2024Updated last year
- A library of reinforcement learning components and agentsβ3,927Feb 16, 2026Updated last week
- TensorFlow implementation of "Playing hard exploration games by watching YouTube"β39Sep 15, 2019Updated 6 years ago
- 3rd placed submission to the NeurIPS MineRL competition 2019β10Mar 24, 2023Updated 2 years ago
- Deep reinforcement learning with tensorflow2β98May 24, 2025Updated 9 months ago
- β16May 4, 2021Updated 4 years ago
- List of competitions related to Reinforcement Learningβ349Jan 3, 2024Updated 2 years ago
- Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)β551May 25, 2020Updated 5 years ago
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....β4,576Mar 24, 2023Updated 2 years ago
- Structural implementation of RL key algorithmsβ516Apr 8, 2023Updated 2 years ago
- Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyoneβ2,557Apr 11, 2022Updated 3 years ago
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learβ¦β1,272Feb 9, 2021Updated 5 years ago
- Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...β419Aug 8, 2021Updated 4 years ago
- DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow,β¦β122Dec 18, 2020Updated 5 years ago
- PyTorch implementation of SAC-Discrete.β314Jul 25, 2024Updated last year
- Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retroβ178Dec 8, 2022Updated 3 years ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.β741May 23, 2022Updated 3 years ago
- Modularized Implementation of Deep RL Algorithms in PyTorchβ3,407Apr 16, 2024Updated last year
- TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.β2,991Jan 16, 2026Updated last month