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deep-q-network

Here are 346 public repositories matching this topic...

MorvanZhou / Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Updated Mar 31, 2024
Python

MorvanZhou / Tensorflow-Tutorial

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

machine-learning tutorial neural-network tensorflow regression cnn dropout generative-adversarial-network gan dqn classification rnn autoencoder tensorflow-tutorials deep-q-network

Updated Oct 31, 2020
Python

simoninithomas / Deep_reinforcement_learning_Course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

qlearning deep-learning unity tensorflow deep-reinforcement-learning pytorch tensorflow-tutorials deep-q-network actor-critic deep-q-learning ppo a2c

Updated May 2, 2023
Jupyter Notebook

rlcode / reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

machine-learning reinforcement-learning deep-learning deep-reinforcement-learning dqn policy-gradient a3c deep-q-network actor-critic

Updated Mar 24, 2023
Python

keon / deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

reinforcement-learning deep-learning deep-reinforcement-learning dqn deep-q-network ddqn

Updated Dec 4, 2020
Python

qfettes / DeepRL-Tutorials

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

Updated May 19, 2021
Jupyter Notebook

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

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

reinforcement-learning monte-carlo deep-reinforcement-learning openai-gym q-learning deep-learning-algorithms policy-gradient sarsa deep-q-network markov-decision-processes asynchronous-advantage-actor-critic double-dqn trpo dueling-dqn deep-deterministic-policy-gradient ppo deep-recurrent-q-network drqn hindsight-experience-replay policy-gradients

Updated Oct 7, 2020
Jupyter Notebook

chris-chris / pysc2-examples

StarCraft II - pysc2 Deep Reinforcement Learning Examples

machine-learning reinforcement-learning ai deep-reinforcement-learning deepmind deep-q-network startcraft2

Updated Mar 3, 2021
Python

samre12 / deep-trading-agent

Deep Reinforcement Learning based Trading Agent for Bitcoin

agent bitcoin trading deep-reinforcement-learning recurrent-neural-networks artificial-intelligence deep-q-network deep-sense

Updated Jun 7, 2018
Python

JuliaReinforcementLearning / ReinforcementLearning.jl

A reinforcement learning package for Julia

machine-learning reinforcement-learning julia deep-reinforcement-learning deep-q-network

Updated Apr 18, 2024
Julia

MishaLaskin / curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

deep-neural-networks reinforcement-learning deep-learning curl gpu deep-reinforcement-learning deep-learning-algorithms reinforcement-learning-algorithms deeplearning deep-q-network sac deep-q-learning reinforcement-agents deep-rl deeplearning-ai contrastive-loss off-policy contrastive-predictive-coding model-free-rl contrastive-learning

Updated Oct 28, 2020
Python

ChenglongChen / pytorch-DRL

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

reinforcement-learning deep-reinforcement-learning pytorch multi-agent dqn rl deep-q-network ddpg drl actor-critic deep-deterministic-policy-gradient proximal-policy-optimization ppo advantage-actor-critic a2c acktr madrl

Updated Nov 11, 2017
Python

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

Deep Q-learning for playing flappy bird game

reinforcement-learning pygame pytorch deep-q-network deep-q-learning

Updated Oct 7, 2021
Python

yukezhu / tensorflow-reinforce

Implementations of Reinforcement Learning Models in Tensorflow

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

Updated Oct 31, 2017
Python

uvipen / Tetris-deep-Q-learning-pytorch

Deep Q-learning for playing tetris game

reinforcement-learning pytorch deep-q-network cv2 deep-q-learning

Updated Apr 3, 2023
Python

rad

MishaLaskin / rad

RAD: Reinforcement Learning with Augmented Data

Updated Mar 29, 2021
Jupyter Notebook

hungtuchen / pytorch-dqn

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

deep-reinforcement-learning pytorch deep-q-network

Updated Nov 1, 2017
Python

fangvv / UAV-DDPG

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

reinforcement-learning deep-learning uav tensorflow dqn reinforcement-learning-algorithms drones deep-q-network ddpg deep-deterministic-policy-gradient computation-offloading unmanned-aerial-vehicle actor-critic-algorithm mobile-edge-computing

Updated Jan 7, 2024
Python

accel-brain / accel-brain-code

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 are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation net…

reinforcement-learning deep-learning deep-reinforcement-learning q-learning lstm generative-adversarial-network semi-supervised-learning restricted-boltzmann-machine transfer-learning simulated-annealing deep-q-network automatic-summarization combinatorial-optimization quantum-monte-carlo auto-encoder quantum-annealing energy-based-model self-supervised-learning multi-agent-reinforcement-learning

Updated Dec 26, 2023
Python

cyoon1729 / deep-Q-networks

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

reinforcement-learning q-learning pytorch deep-q-network

Updated Mar 9, 2020
Jupyter Notebook

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