44 results found Sort:

MorvanZhou
Reinforcement-learning-with-tensorflow MorvanZhou
5.0k
9.0k
mit
290
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
a3c dqn ppo ddpg sarsa tutorial double-dqn q-learning dueling-dqn actor-critic sarsa-lambda deep-q-network policy-gradient machine-learning prioritized-replay tensorflow-tutorials reinforcement-learning proximal-policy-optimization deep-deterministic-policy-gradient asynchronous-advantage-actor-critic
Created 2017-05-06
114 commits to master branch, last one 2 years ago
vwxyzjn
cleanrl vwxyzjn
672
5.9k
other
38
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
a2c ale gym ppo atari wandb python pytorch actor-critic deep-learning machine-learning advantage-actor-critic phasic-policy-gradient reinforcement-learning deep-reinforcement-learning proximal-policy-optimization
Created 2019-06-07
832 commits to master branch, last one about a month ago
sweetice
Deep-reinforcement-learning-with-pytorch sweetice
858
4.0k
mit
36
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
a2c a3c dqn ppo sac td3 trpo sarsa resnet alphago pytorch algorithm reinforce actor-critic deep-learning policy-gradient actor-critic-algorithm deep-reinforcement-learning
Created 2018-06-09
4 commits to master branch, last one 4 years ago
simoninithomas
Deep_reinforcement_learning_Course simoninithomas
1.2k
3.8k
unknown
134
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
a2c ppo unity pytorch qlearning tensorflow actor-critic deep-learning deep-q-network deep-q-learning tensorflow-tutorials deep-reinforcement-learning
Created 2018-03-25
166 commits to master branch, last one about a year ago
ikostrikov
pytorch-a2c-ppo-acktr-gail ikostrikov
829
3.6k
mit
66
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) ...
a2c ale ppo kfac acktr atari mujoco hessian pytorch roboschool actor-critic second-order deep-learning natural-gradients continuous-control advantage-actor-critic reinforcement-learning deep-reinforcement-learning proximal-policy-optimization kronecker-factored-approximation
Created 2017-08-22
274 commits to master branch, last one 3 years ago
rlcode
reinforcement-learning rlcode
734
3.4k
mit
129
Minimal and Clean Reinforcement Learning Examples
a3c dqn actor-critic deep-learning deep-q-network policy-gradient machine-learning reinforcement-learning deep-reinforcement-learning
Created 2017-01-13
264 commits to master branch, last one 7 years ago
ikostrikov
pytorch-a3c ikostrikov
279
1.2k
mit
42
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
a3c asynch python pytorch pytorch-a3c actor-critic deep-learning asynchronous-methods reinforcement-learning deep-reinforcement-learning asynchronous-advantage-actor-critic
Created 2017-02-13
46 commits to master branch, last one 5 years ago
chainer
chainerrl chainer
225
1.2k
mit
70
ChainerRL is a deep reinforcement learning library built on top of Chainer.
dqn python chainer actor-critic deep-learning machine-learning reinforcement-learning
Created 2017-01-30
3,471 commits to master branch, last one 3 years ago
qfettes
DeepRL-Tutorials qfettes
323
1.1k
unknown
30
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
a2c gae ppo python3 pytorch rainbow double-dqn dueling-dqn actor-critic deep-q-network noisy-networks categorical-dqn deeprl-tutorials multi-step-learning quantile-regression advantage-actor-critic reinforcement-learning deep-recurrent-q-network deep-reinforcement-learning prioritized-experience-replay
Created 2018-05-31
88 commits to master branch, last one 5 years ago
jingweiz
pytorch-rl jingweiz
143
798
mit
24
Deep Reinforcement Learning with pytorch & visdom
a3c dqn acer trpo visdom pytorch pytorch-a3c actor-critic deep-learning reinforcement-learning deep-reinforcement-learning
Created 2017-04-10
85 commits to master branch, last one 6 years ago
yaserkl
RLSeq2Seq yaserkl
162
766
mit
28
Deep Reinforcement Learning For Sequence to Sequence Models
nlp actor-critic policy-gradient pointer-generator reinforcement-learning abstractive-text-summarization
Created 2018-05-24
181 commits to master branch, last one 5 years ago
TianhongDai
reinforcement-learning-algorithms TianhongDai
109
670
unknown
15
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 st...
a2c dqn ppo sac ddpg trpo pytorch algorithm atari2600 dueling-dqn flappy-bird actor-critic deep-learning soft-actor-critic deep-reinforcement-learning proximal-policy-optimization trust-region-policy-optimization
Created 2018-01-13
25 commits to master branch, last one 3 years ago
MorvanZhou
pytorch-A3C MorvanZhou
144
621
mit
14
Simple A3C implementation with pytorch + multiprocessing
a3c gym pytorch toy-example actor-critic neural-network multiprocessing asynchronous-advantage-actor-critic
Created 2018-01-18
17 commits to master branch, last one 4 years ago
mpatacchiola
dissecting-reinforcement-learning mpatacchiola
177
613
mit
55
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
sarsa q-learning actor-critic markov-chain mountain-car drone-landing neural-networks genetic-algorithm inverted-pendulum multi-armed-bandit reinforcement-learning deep-reinforcement-learning temporal-differencing-learning dissecting-reinforcement-learning
Created 2016-12-09
89 commits to master branch, last one about a year ago
dgriff777
rl_a3c_pytorch dgriff777
119
562
apache-2.0
20
A3C LSTM Atari with Pytorch plus A3G design
a3c a3g atari python a3c-gpu pytorch openai-gym pytorch-a3c actor-critic reinforcement-learning deep-reinforcement-learning asynchronous-advantage-actor-critic
Created 2017-05-25
172 commits to master branch, last one about a year ago
denisyarats
pytorch_sac denisyarats
102
519
mit
6
PyTorch implementation of Soft Actor-Critic (SAC)
gym sac d4pg mujoco pytorch dm-control actor-critic deep-learning soft-actor-critic continuous-control reinforcement-learning deep-reinforcement-learning
Created 2020-01-22
27 commits to master branch, last one 3 years ago
denisyarats
drq denisyarats
52
408
mit
13
DrQ: Data regularized Q
rl drq gym sac pixel mujoco python control pytorch dm-control model-free off-policy actor-critic deep-learning soft-actor-crit data-augmentation reinforcement-learning deep-reinforcement-learning
Created 2020-04-29
14 commits to master branch, last one 3 years ago
Skylark0924
Machine-Learning-is-ALL-You-Need Skylark0924
92
394
unknown
11
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
dqn gan ppo ddpg lstm trpo keras resnet pytorch qlearning tensorflow actor-critic random-forest decision-trees logistic-regression k-nearest-neighbours naive-bayes-classifier support-vector-machine deep-reinforcement-learning convolutional-neural-networks
Created 2020-04-02
130 commits to master branch, last one about a year ago
sudharsan13296
Deep-Reinforcement-Learning-With-Python sudharsan13296
130
389
unknown
11
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
a2c a3c c51 dqn ppo sac td3 ddpg trpo double-dqn openai-gym q-learning actor-critic deep-learning policy-gradient bellman-equation reinforcement-learning deep-reinforcement-learning inverse-reinforcement-learning
Created 2020-10-02
23 commits to master branch, last one 3 years ago
PacktPublishing
Hands-On-Intelligent-Agents-with-OpenAI-Gym PacktPublishing
148
376
mit
19
Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch
dqn pytorch openai-gym pytorch-a3c actor-critic pytorch-carla carla-simulator learning-agents intelligent-agents advantage-actor-critic carla-driving-simulator deep-reinforcement-learning
Created 2018-05-09
244 commits to master branch, last one about a year ago
nikhilbarhate99
Hierarchical-Actor-Critic-HAC-PyTorch nikhilbarhate99
50
300
mit
8
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
pytorch openai-gym pytorch-rl actor-critic gym-environment gym-environments pytorch-implementation reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms hierarchical-reinforcement-learning
Created 2019-06-03
38 commits to master branch, last one 3 years ago
heronsystems
adeptRL heronsystems
29
204
gpl-3.0
21
Reinforcement learning framework to accelerate research
atari pysc2 pytorch actor-critic starcraft2-ai reinforcement-learning artificial-intelligence
Created 2018-08-23
275 commits to master branch, last one 3 years ago
lcswillems
torch-ac lcswillems
67
193
mit
8
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
a2c a3c ppo pytorch minigrid recurrent actor-critic multi-process reward-shaping advantage-actor-critic reinforcement-learning recurrent-neural-networks deep-reinforcement-learning proximal-policy-optimization
Created 2019-04-07
25 commits to master branch, last one 2 years ago
Nasdin
ReinforcementLearning-AtariGame Nasdin
39
173
bsd-3-clause
10
Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and effi...
a3c adam lstm python pytorch rmsprop a3c-lstm universe openai-gym actor-critic reinforcement-agents reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms asynchronous-advantage-actor-critic
Created 2017-09-27
14 commits to master branch, last one 3 months ago
greydanus
baby-a3c greydanus
43
171
apache-2.0
5
A high-performance Atari A3C agent in 180 lines of PyTorch
a3c atari pytorch pytorch-rl pytorch-a3c actor-critic deep-reinforcement-learning
Created 2017-10-03
42 commits to master branch, last one 3 years ago
Rintarooo
TSP_DRL_PtrNet Rintarooo
35
166
mit
3
"Neural Combinatorial Optimization with Reinforcement Learning"[Bello+, 2016], Traveling Salesman Problem solver
tsp pytorch actor-critic active-search pointer-networks deep-reinforcement-learning
Created 2020-05-11
80 commits to master branch, last one 3 years ago
MarcoMeter
episodic-transformer-memory-ppo MarcoMeter
19
157
mit
4
Clean baseline implementation of PPO using an episodic TransformerXL memory
ppo trxl gtrxl pomdp pytorch on-policy memory-gym transformer actor-critic transformer-xl episodic-memory policy-gradient gated-transformer-xl deep-reinforcement-learning proximal-policy-optimization
Created 2022-05-04
9 commits to main branch, last one 6 months ago
jangirrishabh
Overcoming-exploration-from-demos jangirrishabh
30
153
mit
5
Implementation of the paper "Overcoming Exploration in Reinforcement Learning with Demonstrations" Nair et al. over the HER baselines from OpenAI
ros gazebo robotics openai-gym actor-critic ddpg-algorithm reinforcement-learning hindsight-experience-replay learning-from-demonstration reinforcement-learning-agent
Created 2018-06-11
54 commits to master branch, last one 3 years ago
MarcoMeter
recurrent-ppo-truncated-bptt MarcoMeter
16
128
mit
4
Baseline implementation of recurrent PPO using truncated BPTT
gru ppo bptt lstm pomdp pytorch on-policy recurrent truncated recurrence actor-critic deep-learning policy-gradient recurrent-neural-networks deep-reinforcement-learning proximal-policy-optimization
Created 2021-06-07
13 commits to main branch, last one about a year ago
greydanus
visualize_atari greydanus
34
120
unknown
3
Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)
pytorch actor-critic saliency-map visualization neural-networks deep-reinforcement-learning
Created 2017-10-31
14 commits to master branch, last one 3 years ago