pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

Stars

1200

Forks

280

Language

Python

Last Updated

May 27, 2024

Similar Repos
Repo Language Stars Description Updated At
Python 25 Tensorflow implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning". May 25, 2022
Python 112 PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch Mar 30, 2023
Python 862 Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros Aug 23, 2022
None 2 Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros Oct 28, 2019
Python 3 Asynchronous Advantage Actor-Critic using Generalized Advantage Estimation (PyTorch) Dec 01, 2021
Python 2 asynchronous advantage actor critic May 22, 2018
Python 61 advantage actor-critic reinforcement learning for openai gym cartpole Apr 08, 2023
Python 170 Reinforcement learning baseline agent trained with the Actor-critic (A3C) algorithm. Jul 27, 2022
Jupyter Notebook 2 This repo contains the Deep Reinforcement Learning algorithm Soft Actor Critic (SAC) implementation in PyTorch Jan 23, 2024
Python 14 Implementation of Deep Reinforcement Learning Benchmark Algorithms, including DQN, Double DQN, Dueling DQN, Reinforce, Actor-Critic, … Mar 28, 2023
ASP.NET 2 Path Planning Using Deep Reinforcement Learning: Soft Actor–Critic May 01, 2022
Python 2 Reward Modeling from Human Preferences and Advantage Actor-Critic Reinforcement Learning: A Reproducibility Study Jul 28, 2021
Python 2 Reinforcement Learning using Soft Actor Critic May 20, 2021
Python 27 Model Predictive Actor-Critic Reinforcement Learning Aug 09, 2022
Python 9 Implementation of Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor. Apr 17, 2023
Python 2 PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method … Dec 03, 2019
Python 2 PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method … Sep 24, 2018
Python 4 PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method … Nov 10, 2022
Python 3 PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method … Jan 21, 2020
Python 3 PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method … Mar 18, 2022
Python 159 Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO Apr 23, 2023
R 24 Deep Reinforcement Learning in R (Deep Q Learning, Policy Gradient, Actor-Critic Method, etc) Mar 14, 2023
Python 5 Off-Policy Correction for Actor-Critic Algorithms in Deep Reinforcement Learning Feb 18, 2023
Python 31 Distributed Tensorflow Implementation of Asynchronous Methods for Deep Reinforcement Learning Mar 23, 2023
None 2 Trading with recurrent actor-critic reinforcement learning Nov 19, 2023
Jupyter Notebook 51 [DEPRECATED] Advantage Actor Critic model in PyTorch inspired by OpenAI baselines TensorFlow implementation Aug 23, 2022
Python 628 PyTorch implementation of soft actor critic May 14, 2023
Jupyter Notebook 70 This project explores deep reinforcement learning, hybrid actor-critic approach with A3C/PPO combined with curiosity for … Aug 12, 2022
Python 2901 PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for … Aug 29, 2022
Python 2 PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for … Jul 09, 2021
None 2 PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for … Oct 18, 2021
Python 5 PyTorch Implementation of Soft Actor-Critic Algorithm Jul 22, 2022
Jupyter Notebook 384 PyTorch implementation of Soft Actor-Critic (SAC) Apr 22, 2023
Python 23 Deep Reinforcement Learning with pytorch & visdom (the branch for A3C continuous control) Sep 17, 2022
Python 3 Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for … May 06, 2019
Python 1006 Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for … Mar 02, 2023
Python 2 Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for … Mar 31, 2017
Python 5 Hierarchical Actor-Critic in Pytorch May 01, 2023
Python 458 PyTorch implementation of deep reinforcement learning algorithms Apr 08, 2023
Python 67 Pytorch implementation of distributed deep reinforcement learning Aug 19, 2022
Jupyter Notebook 27 Deep Reinforcement Learning Algorithms Implementation in PyTorch Feb 02, 2023
Python 628 Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning. Jul 28, 2022
Python 177 PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE) Apr 25, 2023
Python 17 PyTorch implementation of the discrete Soft-Actor-Critic algorithm. May 04, 2023
Python 20 PyTorch implementation of discrete version of Soft Actor-Critic. May 09, 2023
Python 3 Deep Reinforcement Learning in TensorFlow (with A3C, ACER, etc.) Oct 22, 2021
Python 27 Online repo for deep reinforcement learning (A3C) on generals.io Apr 26, 2023
Jupyter Notebook 2 2D self-driving car model using Advantage Actor Critic Jun 20, 2022
Python 5 Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783) Oct 08, 2019
Python 395 Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783) Oct 04, 2022