a2c

There are 1 repository under a2c topic.

tianshou
thu-ml / tianshou
An elegant PyTorch deep reinforcement learning library.
pytorch policy-gradient dqn double-dqn a2c ddpg ppo td3 sac imitation-learning mujoco atari bcq rl drl trpo npg cql transferlab
Language:Python 8913
vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
wandb reinforcement-learning pytorch python gym machine-learning deep-reinforcement-learning deep-learning atari ale a2c proximal-policy-optimization ppo advantage-actor-critic actor-critic phasic-policy-gradient
Language:Python 8239
sweetice / Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
policy-gradient pytorch actor-critic-algorithm alphago deep-reinforcement-learning a2c dqn sarsa ppo a3c resnet algorithm deep-learning reinforce actor-critic sac td3 trpo
Language:Python 4487
Reinforcement-Learning
andri27-ts / Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
a2c artificial-intelligence deep-learning deep-reinforcement-learning deepmind dqn evolution-strategies machine-learning policy-gradients ppo qlearning reinforcement-learning
Language:Jupyter Notebook 4387
AI4Finance-Foundation / ElegantRL
Massively Parallel Deep Reinforcement Learning. 🔥
pytorch reinforcement-learning ppo sac td3 dqn ddpg stable lightweight efficient model-free-rl drl-pytorch gae bipedalwalkerhardcore per multiple-gpu a2c
Language:Python 4220
simoninithomas / Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
deep-reinforcement-learning qlearning deep-learning tensorflow-tutorials tensorflow ppo a2c actor-critic deep-q-network deep-q-learning pytorch unity
Language:Jupyter Notebook 3886
ikostrikov / pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
pytorch reinforcement-learning deep-learning deep-reinforcement-learning actor-critic advantage-actor-critic a2c ppo proximal-policy-optimization acktr second-order hessian natural-gradients atari mujoco roboschool continuous-control kfac kronecker-factored-approximation ale
Language:Python 3847
ShangtongZhang / DeepRL
Modularized Implementation of Deep RL Algorithms in PyTorch
pytorch deep-reinforcement-learning dqn dueling-network-architecture double-dqn deeprl ddpg ppo categorical-dqn option-critic quantile-regression td3 a2c option-critic-architecture prioritized-experience-replay rainbow
Language:Python 3369
seungeunrho / minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
deep-reinforcement-learning pytorch simple deep-learning a3c ppo a2c reinforce acer dqn ddpg policy-gradients reinforcement-learning machine-learning sac
Language:Python 3091
SLM-Lab
kengz / SLM-Lab
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
a2c a3c benchmark deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforcement-learning sac
Language:Python 1311
Khrylx / PyTorch-RL
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
reinforcement-learning policy-gradient pytorch-rl proximal-policy-optimization trpo ppo pytorch a2c generative-adversarial-network fisher-vectors deep-reinforcement-learning
Language:Python 1257
qfettes / DeepRL-Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
python3 pytorch reinforcement-learning deep-reinforcement-learning deep-q-network double-dqn multi-step-learning dueling-dqn noisy-networks prioritized-experience-replay deeprl-tutorials categorical-dqn rainbow quantile-regression deep-recurrent-q-network actor-critic advantage-actor-critic a2c gae ppo
Language:Jupyter Notebook 1078
xuance
agi-brain / xuance
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
multi-agent-reinforcement-learning reinforcement-learning reinforcement-learning-library mindspore pytorch tensorflow2 atari mujoco mpe a2c ddpg dqn maddpg starcraft2 magent google-research-football mappo qmix ppo
Language:Python 979
Rafael1s / Deep-Reinforcement-Learning-Algorithms
32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
deep-rl-algorithms github-udacity dqn-ppo-ddpg dqn td3 cartpole bipedalwalker deep-reinforcement-learning sac carracing hopperbulletenv lunarlander ddpg ppo a2c antbulletenv soft-actor-critic halfcheetahbulletenv walker2dbulletenv
Language:Jupyter Notebook 958
lcswillems / rl-starter-files
RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code
pytorch multi-process minigrid a2c a3c ppo preprocessed-observations reward-shaping
Language:Python 703
TianhongDai / reinforcement-learning-algorithms
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)
deep-reinforcement-learning ddpg ppo proximal-policy-optimization deep-learning actor-critic algorithm dqn flappy-bird trpo trust-region-policy-optimization a2c atari2600 dueling-dqn pytorch soft-actor-critic sac
Language:Python 687
cpnota / autonomous-learning-library
A PyTorch library for building deep reinforcement learning agents.
reinforcement-learning reinforcement-learning-algorithms deep-reinforcement-learning soft-actor-critic proximal-policy-optimization deep-q-learning advantage-actor-critic deep-deterministic-policy-gradient sac a2c ddpg ppo dqn dqn-pytorch
Language:Python 652
archsyscall / DeepRL-TensorFlow2
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
tensorflow machine-learning reinforcement-learning a2c a3c reinforce dqn trpo ppo sac ddpg deep-learning deep-reinforcement-learning tensorflow2 dueling-dqn double-dqn rainbow-dqn
Language:Python 609
ChenglongChen / pytorch-DRL
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
pytorch deep-reinforcement-learning multi-agent deep-q-network actor-critic advantage-actor-critic a2c proximal-policy-optimization ppo deep-deterministic-policy-gradient ddpg acktr rl drl madrl dqn reinforcement-learning
Language:Python 609
germain-hug / Deep-RL-Keras
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
a3c reinforcement-learning keras gym openai policy-gradient ddpg keras-rl dqn ddqn d3qn dueling a2c
Language:Python 550
Omegastick / pytorch-cpp-rl
PyTorch C++ Reinforcement Learning
pytorch cpp cplusplus reinforcement-learning reinforcement-learning-algorithms a2c ppo pytorch-rl pytorch-cpp-frontend libtorch actor-critic advantage-actor-critic proximal-policy-optimization continuous-control
Language:C++ 528
dongminlee94 / deep_rl
PyTorch implementation of deep reinforcement learning algorithms
deep-reinforcement-learning model-free-rl pytorch dqn ddqn a2c vpg npg trpo ppo ddpg td3 sac sac-aea
Language:Python 493
sudharsan13296 / Deep-Reinforcement-Learning-With-Python
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
deep-reinforcement-learning reinforcement-learning trpo ppo ddpg td3 sac inverse-reinforcement-learning c51 a3c actor-critic a2c deep-learning dqn openai-gym policy-gradient double-dqn q-learning bellman-equation
Language:Jupyter Notebook 447
pythonlessons / Reinforcement_Learning
Reinforcement learning tutorials
a2c a3c actor-critic-algorythm bipedalwalker d3qn ddqn dqn dueling-dqn lunarlander policy-gradient ppo ppo-agent reinforcement-learning
Language:Python 388
cyoon1729 / RLcycle
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
reinforcement-learning pytorch a2c ddpg hydra a3c dqn quantile-regression sac rainbow-dqn
Language:Python 299
bentrevett / pytorch-rl
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
pytorch pytorch-tutorial pytorch-implmention pytorch-implementation reinforcement-learning reinforcement-learning-algorithms rl pytorch-tutorials pytorch-rl policy-gradient actor-critic a2c advantage-actor-critic generalized-advantage-estimation
Language:Jupyter Notebook 285
sungyubkim / Deep_RL_with_pytorch
A pytorch tutorial for DRL(Deep Reinforcement Learning)
deep-reinforcement-learning pytorch dqn a2c ppo soft-actor-critic self-imitation-learning random-network-distillation c51 qr-dqn iqn gail mcts uct counterfactual-regret-minimization hedge
Language:Jupyter Notebook 219
inoryy / tensorflow2-deep-reinforcement-learning
Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"
tensorflow tensorflow2 keras deep-reinforcement-learning advantage-actor-critic a2c
Language:Jupyter Notebook 206
lcswillems / torch-ac
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
pytorch reinforcement-learning actor-critic deep-reinforcement-learning multi-process minigrid a2c a3c ppo advantage-actor-critic proximal-policy-optimization recurrent reward-shaping recurrent-neural-networks
Language:Python 206
MG2033 / A2C
A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow
a2c actor-critic computer-vision gym openai-gym-agents openai-gym-environments policy-gradient reinforcement-learning
Language:Python 182
CherryPieSexy / imitation_learning
PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.
reinforcement-learning ppo ppo-pytorch imitation-learning pytorch ppo-algo a2c deep-learning deep-reinforcement-learning proximal-policy-optimization advantage-actor-critic policy-gradient recurrent-ppo gail gail-ppo
Language:Python 149
deepanshut041 / Reinforcement-Learning
Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch
deep-reinforcement-learning policy-gradients monte-carlo actor-critic sarsa a2c ppo dqn pytorch reinforcement-learning ddqn reinforce ddpg t3d sac atari2600 vizdoom sonic-the-hedgehog
Language:Jupyter Notebook 142
simonmeister / pysc2-rl-agents
StarCraft II / PySC2 Deep Reinforcement Learning Agents (A2C)
pysc2 deep-reinforcement-learning a2c tensorflow pysc2-mini-games pysc2-agent starcraft-ii a3c
Language:Python 138
tobiasfshr / deep-reinforcement-learning-drone-control
A drone control system based on deep reinforcement learning with Tensorflow and ROS
deep-reinforcement-learning a2c drone-controller ros gazebo
Language:Python 125
cyoon1729 / Policy-Gradient-Methods
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
reinforcement-learning policy-gradients pytorch-rl pytorch ddpg td3 soft-actor-critic a2c a3c
Language:Jupyter Notebook 100
davide97l / rl-policies-attacks-defenses
Adversarial attacks on Deep Reinforcement Learning (RL)
reinforcement-learning adversarial-attacks adversarial-training tianshou dqn a2c ppo gym-environment atari-games uniform-attack strategically-timed-attack critical-point-attack deep-reinforcement-learning ppo-agent a2c-agent adversarial-policies dqn-agents pytorch adversarial-defense
Language:Jupyter Notebook 98

a2c

thu-ml / tianshou

vwxyzjn / cleanrl

sweetice / Deep-reinforcement-learning-with-pytorch

andri27-ts / Reinforcement-Learning

AI4Finance-Foundation / ElegantRL

simoninithomas / Deep_reinforcement_learning_Course

ikostrikov / pytorch-a2c-ppo-acktr-gail

ShangtongZhang / DeepRL

seungeunrho / minimalRL

kengz / SLM-Lab

Khrylx / PyTorch-RL

qfettes / DeepRL-Tutorials

agi-brain / xuance

Rafael1s / Deep-Reinforcement-Learning-Algorithms

lcswillems / rl-starter-files

TianhongDai / reinforcement-learning-algorithms

cpnota / autonomous-learning-library

archsyscall / DeepRL-TensorFlow2

ChenglongChen / pytorch-DRL

germain-hug / Deep-RL-Keras

Omegastick / pytorch-cpp-rl

dongminlee94 / deep_rl

sudharsan13296 / Deep-Reinforcement-Learning-With-Python

pythonlessons / Reinforcement_Learning

cyoon1729 / RLcycle

bentrevett / pytorch-rl

sungyubkim / Deep_RL_with_pytorch

inoryy / tensorflow2-deep-reinforcement-learning

lcswillems / torch-ac

MG2033 / A2C

CherryPieSexy / imitation_learning

deepanshut041 / Reinforcement-Learning

simonmeister / pysc2-rl-agents

tobiasfshr / deep-reinforcement-learning-drone-control

cyoon1729 / Policy-Gradient-Methods

davide97l / rl-policies-attacks-defenses