deep-q-network · GitHub Topics

MorvanZhou / Reinforcement-learning-with-tensorflow

#计算机科学#Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

reinforcement-learning 教程 q-learning sarsa sarsa-lambda deep-q-network a3c ddpg policy-gradient dqn double-dqn dueling-dqn deep-deterministic-policy-gradient actor-critic Tensorflow proximal-policy-optimization ppo 机器学习

Python 9.21 k

1 年前

MorvanZhou / Tensorflow-Tutorial

#计算机科学#Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

Tensorflow Generative Adversarial Network rnn cnn classification regression autoencoder deep-q-network dqn 机器学习教程 dropout 神经网络

Python 4.35 k

5 年前

simoninithomas / Deep_reinforcement_learning_Course

#计算机科学#Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

deep-reinforcement-learning 深度学习 Tensorflow ppo a2c actor-critic deep-q-network deep-q-learning PyTorch Unity

Jupyter Notebook 3.87 k

2 年前

rlcode / reinforcement-learning

#计算机科学#Minimal and Clean Reinforcement Learning Examples

reinforcement-learning 深度学习 deep-reinforcement-learning 机器学习 policy-gradient deep-q-network dqn actor-critic a3c

Python 3.54 k

2 年前

keon / deep-q-learning

#计算机科学#Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

deep-reinforcement-learning deep-q-network dqn reinforcement-learning 深度学习

Python 1.31 k

5 年前

qfettes / DeepRL-Tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

Python PyTorch reinforcement-learning deep-reinforcement-learning deep-q-network double-dqn dueling-dqn rainbow actor-critic advantage-actor-critic a2c ppo

Jupyter Notebook 1.08 k

4 年前

sudharsan13296 / Hands-On-Reinforcement-Learning-With-Python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

reinforcement-learning deep-reinforcement-learning sarsa q-learning deep-q-network 深度学习 deep-deterministic-policy-gradient double-dqn dueling-dqn ppo markov-decision-processes policy-gradient openai-gym

Jupyter Notebook 855

5 年前

samre12 / deep-trading-agent

Deep Reinforcement Learning based Trading Agent for Bitcoin

deep-reinforcement-learning deep-q-network 比特币 trading 人工智能 agent recurrent-neural-networks

Python 769

7 年前

chris-chris / pysc2-examples

#计算机科学#StarCraft II - pysc2 Deep Reinforcement Learning Examples

人工智能机器学习 reinforcement-learning deep-reinforcement-learning deep-q-network deepmind

Python 755

4 年前

JuliaReinforcementLearning / ReinforcementLearning.jl

#计算机科学#A reinforcement learning package for Julia

Julia 语言 reinforcement-learning 机器学习 deep-reinforcement-learning deep-q-network

Julia 627

3 个月前

MishaLaskin / curl

#计算机科学#CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

深度学习 contrastive-loss contrastive-learning deep-reinforcement-learning deep-rl reinforcement-learning reinforcement-learning-algorithms cURL sac gpu 深度神经网络 deep-q-network deep-q-learning deeplearning-ai

Python 591

5 年前

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 rl dqn reinforcement-learning

Python 585

8 年前

fangvv / UAV-DDPG

#计算机科学#Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

ddpg reinforcement-learning-algorithms Tensorflow deep-deterministic-policy-gradient reinforcement-learning dqn actor-critic-algorithm uav 深度学习 deep-q-network drones

Python 559

1 年前

vietnh1009 / Flappy-bird-deep-Q-learning-pytorch

Deep Q-learning for playing flappy bird game

reinforcement-learning deep-q-network deep-q-learning PyTorch pygame

Python 532

4 年前

vietnh1009 / Tetris-deep-Q-learning-pytorch

Deep Q-learning for playing tetris game

reinforcement-learning deep-q-network deep-q-learning PyTorch cv2

Python 503

2 年前

yukezhu / tensorflow-reinforce

Implementations of Reinforcement Learning Models in Tensorflow

reinforcement-learning Tensorflow policy-gradient deep-reinforcement-learning deep-q-network actor-critic

Python 487

8 年前

MishaLaskin / rad

#计算机科学#RAD: Reinforcement Learning with Augmented Data

reinforcement-learning rl 深度学习 dm-control rad codebase deep-reinforcement-learning 深度神经网络 deep-q-learning deep-q-network deeplearning-ai soft-actor-critic sac ppo

Jupyter Notebook 410

4 年前

hungtuchen / pytorch-dqn

Deep Q-Learning Network in pytorch (not actively maintained)

PyTorch deep-q-network deep-reinforcement-learning

Python 402

8 年前

accel-brain / accel-brain-code

#计算机科学#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...

深度学习 deep-reinforcement-learning reinforcement-learning q-learning restricted-boltzmann-machine simulated-annealing quantum-monte-carlo combinatorial-optimization transfer-learning lstm multi-agent-reinforcement-learning deep-q-network semi-supervised-learning Generative Adversarial Network energy-based-model self-supervised-learning

Python 313

1 年前

cyoon1729 / deep-Q-networks

Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51

deep-q-network q-learning reinforcement-learning PyTorch

Jupyter Notebook 300

5 年前