Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]
☆315Sep 28, 2022Updated 3 years ago
Alternatives and similar repositories for TF2-RL
Users that are interested in TF2-RL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2☆607Jun 4, 2022Updated 3 years ago
- DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DD…☆354Mar 25, 2023Updated 3 years ago
- Basic reinforcement learning implementation with tensorflow version 2.0☆52Apr 20, 2020Updated 5 years ago
- TensorFlow2 Reinforcement Learning☆474Feb 13, 2022Updated 4 years ago
- Implimenting DDPG Algorithm in Tensorflow-2.0☆10Mar 25, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Proximal Policy Optimization with Tensorflow 2.0☆33Oct 14, 2019Updated 6 years ago
- ☆1,052Jan 29, 2023Updated 3 years ago
- ☆28Mar 20, 2021Updated 5 years ago
- Reinforcement Learning Algorithms Based on PyTorch☆452Oct 21, 2021Updated 4 years ago
- TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x☆62Apr 5, 2021Updated 5 years ago
- Deep Deterministic Policy Gradients in TF r2.0☆13Feb 6, 2020Updated 6 years ago
- ☆39Sep 10, 2022Updated 3 years ago
- Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)☆551May 25, 2020Updated 5 years ago
- ☆186Feb 22, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)☆231Jul 10, 2022Updated 3 years ago
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,608Mar 24, 2023Updated 3 years ago
- Deep Reinforcement Learning Algorithms implemented with Tensorflow 2.3☆102Jul 19, 2022Updated 3 years ago
- Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow☆574Sep 28, 2021Updated 4 years ago
- Tensorflow 2 Reinforcement Learning Cookbook, published by Packt☆198Mar 2, 2026Updated last month
- General-Purpose Reinforcement Learning☆18Oct 31, 2021Updated 4 years ago
- Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach…☆702Nov 19, 2025Updated 4 months ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,339Mar 13, 2025Updated last year
- A tensorflow implemention of ECCV2018 Paper:CIRL: Controllable Imitative Reinforcement Learning for Vision-based Self-driving☆81Apr 29, 2019Updated 6 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆13Jun 17, 2022Updated 3 years ago
- Evaluation code and mathematic details of our paper in IEEE Communications Magazine: ''When the User-Centric Network Meets Mobile Edge Co…☆53Mar 15, 2025Updated last year
- ☆25Feb 25, 2023Updated 3 years ago
- PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL…☆295Feb 24, 2021Updated 5 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆541Nov 22, 2022Updated 3 years ago
- Setting up DDPG based reinforcement learning in ROS Gazebo environment☆14Jul 29, 2019Updated 6 years ago
- Pytorch implementation of "Safe Exploration in Continuous Action Spaces" [Dalal et al.]☆75Jun 2, 2019Updated 6 years ago
- Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.☆463Apr 2, 2023Updated 3 years ago
- Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro☆178Dec 8, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...☆419Aug 8, 2021Updated 4 years ago
- Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学☆9,453Mar 31, 2024Updated 2 years ago
- Code for Expert Supervised Reinforcement Learning☆10Apr 7, 2021Updated 5 years ago
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,280Feb 9, 2021Updated 5 years ago
- Massively Parallel Deep Reinforcement Learning. 🔥☆4,311Feb 20, 2026Updated last month
- edge computing with reinforcement learning☆21Mar 29, 2023Updated 3 years ago
- Implementation of Deep Deterministic Policy Gradient (DDPG) with Prioritized Experience Replay (PER)☆53Feb 25, 2025Updated last year