26 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
MorvanZhou
Tensorflow-Tutorial MorvanZhou
1.9k
4.3k
mit
259
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
cnn dqn gan rnn dropout tutorial regression tensorflow autoencoder classification deep-q-network neural-network machine-learning tensorflow-tutorials generative-adversarial-network
Created 2017-05-10
46 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
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
keon
deep-q-learning keon
453
1.3k
mit
64
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
dqn ddqn deep-learning deep-q-network reinforcement-learning deep-reinforcement-learning
This repository has been archived (exclude archived)
Created 2017-02-06
49 commits to master branch, last one 4 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
sudharsan13296
Hands-On-Reinforcement-Learning-With-Python sudharsan13296
324
838
unknown
43
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
ppo drqn trpo sarsa double-dqn openai-gym q-learning dueling-dqn monte-carlo deep-q-network policy-gradient policy-gradients reinforcement-learning deep-learning-algorithms deep-recurrent-q-network markov-decision-processes deep-reinforcement-learning hindsight-experience-replay deep-deterministic-policy-gradient asynchronous-advantage-actor-critic
Created 2018-06-11
44 commits to master branch, last one 4 years ago
chris-chris
pysc2-examples chris-chris
355
758
apache-2.0
37
StarCraft II - pysc2 Deep Reinforcement Learning Examples
ai deepmind startcraft2 deep-q-network machine-learning reinforcement-learning deep-reinforcement-learning
Created 2017-08-19
190 commits to master branch, last one 4 years ago
JuliaReinforcementLearning
ReinforcementLearning.jl JuliaReinforcementLearning
112
593
other
12
A reinforcement learning package for Julia
julia deep-q-network machine-learning reinforcement-learning deep-reinforcement-learning
Created 2018-06-07
1,594 commits to main branch, last one 4 days ago
vietnh1009
Flappy-bird-deep-Q-learning-pytorch vietnh1009
133
513
mit
19
Deep Q-learning for playing flappy bird game
pygame pytorch deep-q-network deep-q-learning reinforcement-learning
Created 2019-04-15
6 commits to master branch, last one 3 years ago
vietnh1009
Tetris-deep-Q-learning-pytorch vietnh1009
110
479
mit
17
Deep Q-learning for playing tetris game
cv2 pytorch deep-q-network deep-q-learning reinforcement-learning
Created 2020-03-29
10 commits to master branch, last one about a year ago
fangvv
UAV-DDPG fangvv
78
455
unknown
6
Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"
dqn uav ddpg drones tensorflow deep-learning deep-q-network mobile-edge-computing actor-critic-algorithm computation-offloading reinforcement-learning unmanned-aerial-vehicle reinforcement-learning-algorithms deep-deterministic-policy-gradient
Created 2021-05-02
10 commits to main branch, last one 11 months ago
MishaLaskin
rad MishaLaskin
71
402
unknown
15
RAD: Reinforcement Learning with Augmented Data
rl ppo rad sac data- mujoc codebase dm-control model-free off-policy deep-learning deep-q-network deep-q-learning deeplearning-ai soft-actor-critic data-augmentations deep-neural-networks reinforcement-learning deep-learning-algorithms deep-reinforcement-learning
Created 2020-04-09
23 commits to master branch, last one 3 years ago
accel-brain
accel-brain-code accel-brain
93
312
gpl-2.0
20
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics...
lstm q-learning auto-encoder deep-learning deep-q-network quantum-annealing transfer-learning energy-based-model quantum-monte-carlo simulated-annealing reinforcement-learning automatic-summarization self-supervised-learning semi-supervised-learning combinatorial-optimization deep-reinforcement-learning restricted-boltzmann-machine generative-adversarial-network multi-agent-reinforcement-learning
Created 2017-09-15
1,863 commits to master branch, last one 12 months ago
harveybc
gym-fx harveybc
51
206
unknown
29
Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress
p2p mql4 agent forex python blockchain openai-gym q-learning timeseries distributed decentralized deep-learning deep-q-network machinelearning machine-learning reinforcement-learning evolutionary-algorithms
Created 2017-02-21
830 commits to master branch, last one about a year ago
gordicaleksa
pytorch-learn-reinforcement-learning gordicaleksa
32
152
mit
2
A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems...
rl dqn ppo python jupyter pytorch pytorch-dqn pytorch-ppo deep-learning deep-q-network policy-gradient pytorch-implementation reinforcement-learning pytorch-policy-gradient reinforcement-learning-algorithms
Created 2021-04-06
53 commits to main branch, last one 3 years ago
pokaxpoka
sunrise pokaxpoka
29
120
unknown
6
SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning
rl sac mujoco rainbow codebase dm-control model-free off-policy deep-learning deep-q-network deep-q-learning soft-actor-critic deep-neural-networks reinforcement-learning deep-reinforcement-learning
Created 2020-07-02
7 commits to master branch, last one 3 years ago
jhu-lcsr
good_robot jhu-lcsr
28
108
bsd-2-clause
15
"Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer; and “Good Robot!”: Efficient Reinforcement Learning for Multi-Step Visual Tasks with Sim to Real Transfer
grasping robotics simulation manipulation deep-learning deep-q-network multi-step-dqn vrep-simulator computer-vision zero-shot-learning multi-step-learning robotic-manipulation task-to-task-transfer reinforcement-learning deep-reinforcement-learning learning-from-demonstration
Created 2019-07-25
2,308 commits to master branch, last one 2 years ago
druce
rl druce
27
105
unknown
6
Deep Reinforcement Learning For Trading
keras rllib python trading deep-learning deep-q-network jupyter-notebook keras-tensorflow machine-learning algorithmic-trading quantitative-finance quantitative-trading reinforcement-learning
Created 2019-10-19
87 commits to master branch, last one about a year ago
ImanRHT
QECO ImanRHT
18
87
mit
8
A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning for Mobile Edge Computing
dqn mdp mec d3qn ddqn qeco dueling-ddqn lstm-networks deep-q-network edge-computing qoe-measurements network-performance resource-management network-optimization double-deep-q-network mobile-edge-computing computation-offloading performance-evaluation markov-decision-processes deep-reinforcement-learning
Created 2023-07-31
103 commits to main branch, last one 14 days ago
lucylow
Deep-Learning-Mahjong--- lucylow
11
79
other
4
Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states
nlp mahjong reactjs softmax game-play tensorflow game-theory markov-chain markov-model npc-generator reinforcement battle-mahjong deep-q-network computer-vision game-development deep-neural-network supervised-learning deep-learning-mahjong reinforcement-learning supervised-machine-learning
Created 2019-06-29
64 commits to master branch, last one 2 years ago
neka-nat
distributed_rl neka-nat
8
74
mit
6
Pytorch implementation of distributed deep reinforcement learning
r2d2 ape-x pytorch double-dqn openai-gym dueling-dqn deep-q-network amazon-web-services distributed-systems reinforcement-learning prioritized-experience-replay
Created 2018-10-25
137 commits to master branch, last one 2 years ago
Cernewein
heating-RL-agent Cernewein
13
70
unknown
1
A Pytorch DQN and DDPG implementation for a smart home energy management system under varying electricity price.
deep-q-network demand-response reinforcement-learning deep-reinforcement-learning deep-deterministic-policy-gradient
Created 2020-02-07
110 commits to master branch, last one 2 years ago
vinaymancha
Subway-Surfers-AI vinaymancha
28
68
unknown
8
Deep Convolutional Q learning based Self learning implementation for Subway Surfers game
pytorch deep-q-network subway-surfers convolutional-lstm artificial-intelligence artificial-intelligence-based-game
Created 2019-09-11
4 commits to master branch, last one 4 years ago
callmespring
RL-short-course callmespring
18
57
other
3
Reinforcement Learning Short Course
offline-rl q-learning ridesharing deep-q-network model-based-rl policy-gradient value-iteration policy-iteration fitted-q-iteration dynamic-programming monte-carlo-methods policy-based-method off-policy-evaluation reinforcement-learning markov-decision-processes order-dispatch-recommendation temporal-differencing-learning
Created 2023-02-07
90 commits to main branch, last one 5 days ago
peihaowang
DRLCache peihaowang
15
52
mit
6
Deep reinforcement learning-based replacement strategy for content caching.
caching q-learning file-system deep-q-network reinforcement-learning
Created 2020-01-05
34 commits to master branch, last one 2 years ago