a2c

There are 1 repository under a2c topic.

tianshou
thu-ml / tianshou
An elegant PyTorch deep reinforcement learning library.
a2c atari bcq cql ddpg double-dqn dqn drl imitation-learning mujoco npg policy-gradient ppo pytorch rl sac td3 transferlab trpo
Language:Python 7981
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 5725
Reinforcement-Learning
andri27-ts / Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
reinforcement-learning machine-learning artificial-intelligence deep-reinforcement-learning deep-learning policy-gradients evolution-strategies a2c deepmind dqn qlearning ppo
Language:Jupyter Notebook 4220
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 3981
simoninithomas / Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
a2c actor-critic deep-learning deep-q-learning deep-q-network deep-reinforcement-learning ppo pytorch qlearning tensorflow tensorflow-tutorials unity
Language:Jupyter Notebook 3790
AI4Finance-Foundation / ElegantRL
Massively Parallel Deep Reinforcement Learning. 🔥
a2c bipedalwalkerhardcore ddpg dqn drl-pytorch efficient gae lightweight model-free-rl multiple-gpu per ppo pytorch reinforcement-learning sac stable td3
Language:Python 3752
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).
a2c acktr actor-critic advantage-actor-critic ale atari continuous-control deep-learning deep-reinforcement-learning hessian kfac kronecker-factored-approximation mujoco natural-gradients ppo proximal-policy-optimization pytorch reinforcement-learning roboschool second-order
Language:Python 3609
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 3191
seungeunrho / minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
a2c a3c acer ddpg deep-learning deep-reinforcement-learning dqn machine-learning policy-gradients ppo pytorch reinforce reinforcement-learning sac simple
Language:Python 2885
SLM-Lab
kengz / SLM-Lab
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
pytorch reinforcement-learning deep-reinforcement-learning benchmark policy-gradient dqn ppo sac a2c a3c
Language:Python 1256
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 1107
qfettes / DeepRL-Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
a2c actor-critic advantage-actor-critic categorical-dqn deep-q-network deep-recurrent-q-network deep-reinforcement-learning deeprl-tutorials double-dqn dueling-dqn gae multi-step-learning noisy-networks ppo prioritized-experience-replay python3 pytorch quantile-regression rainbow reinforcement-learning
Language:Jupyter Notebook 1055
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 707
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 666
lcswillems / rl-starter-files
RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code
a2c a3c minigrid multi-process ppo preprocessed-observations pytorch reward-shaping
Language:Python 654
xuance
agi-brain / xuance
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
a2c atari ddpg decision-making dqn google-research-football maddpg magent mappo mindspore mpe mujoco multi-agent-reinforcement-learning ppo pytorch qmix reinforcement-learning reinforcement-learning-library starcraft2 tensorflow2
Language:Python 652
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 646
marload / 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 602
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 533
ChenglongChen / pytorch-DRL
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
a2c acktr actor-critic advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-network deep-reinforcement-learning dqn drl madrl multi-agent ppo proximal-policy-optimization pytorch reinforcement-learning rl
Language:Python 529
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++ 514
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 491
pythonlessons / Reinforcement_Learning
Reinforcement learning tutorials
dqn ddqn dueling-dqn d3qn reinforcement-learning a2c policy-gradient a3c ppo ppo-agent actor-critic-algorythm lunarlander bipedalwalker
Language:Python 364
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 350
cyoon1729 / RLcycle
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
a2c a3c ddpg dqn hydra pytorch quantile-regression rainbow-dqn reinforcement-learning sac
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 263
inoryy / tensorflow2-deep-reinforcement-learning
Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"
a2c advantage-actor-critic deep-reinforcement-learning keras tensorflow tensorflow2
Language:Jupyter Notebook 207
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 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 192
MG2033 / A2C
A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow
reinforcement-learning a2c actor-critic policy-gradient computer-vision gym openai-gym-environments openai-gym-agents
Language:Python 182
CherryPieSexy / imitation_learning
PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.
a2c advantage-actor-critic deep-learning deep-reinforcement-learning gail gail-ppo imitation-learning policy-gradient ppo ppo-algo ppo-pytorch proximal-policy-optimization pytorch recurrent-ppo reinforcement-learning
Language:Python 140
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 133
deepanshut041 / Reinforcement-Learning
Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch
a2c actor-critic atari2600 ddpg ddqn deep-reinforcement-learning dqn monte-carlo policy-gradients ppo pytorch reinforce reinforcement-learning sac sarsa sonic-the-hedgehog t3d vizdoom
Language:Jupyter Notebook 115
tobiasfshr / deep-reinforcement-learning-drone-control
A drone control system based on deep reinforcement learning with Tensorflow and ROS
a2c deep-reinforcement-learning drone-controller gazebo ros
Language:Python 115
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 96
pekaalto / sc2aibot
Implementing reinforcement-learning algorithms for pysc2 -environment
pysc2 starcraft2 reinforcement-learning a2c tensorflow python ppo proximal-policy-optimization deepmind
Language:Python 89

a2c

thu-ml / tianshou

vwxyzjn / cleanrl

andri27-ts / Reinforcement-Learning

sweetice / Deep-reinforcement-learning-with-pytorch

simoninithomas / Deep_reinforcement_learning_Course

AI4Finance-Foundation / ElegantRL

ikostrikov / pytorch-a2c-ppo-acktr-gail

ShangtongZhang / DeepRL

seungeunrho / minimalRL

kengz / SLM-Lab

Khrylx / PyTorch-RL

qfettes / DeepRL-Tutorials

Rafael1s / Deep-Reinforcement-Learning-Algorithms

TianhongDai / reinforcement-learning-algorithms

lcswillems / rl-starter-files

agi-brain / xuance

cpnota / autonomous-learning-library

marload / DeepRL-TensorFlow2

germain-hug / Deep-RL-Keras

ChenglongChen / pytorch-DRL

Omegastick / pytorch-cpp-rl

dongminlee94 / deep_rl

pythonlessons / Reinforcement_Learning

sudharsan13296 / Deep-Reinforcement-Learning-With-Python

cyoon1729 / RLcycle

bentrevett / pytorch-rl

inoryy / tensorflow2-deep-reinforcement-learning

sungyubkim / Deep_RL_with_pytorch

lcswillems / torch-ac

MG2033 / A2C

CherryPieSexy / imitation_learning

simonmeister / pysc2-rl-agents

deepanshut041 / Reinforcement-Learning

tobiasfshr / deep-reinforcement-learning-drone-control

cyoon1729 / Policy-Gradient-Methods

pekaalto / sc2aibot