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double-dqn

Here are 134 public repositories matching this topic...

rohitgandikota / Deep-Reinforcement-Learning-with-Double-Q-Networks-on-Atari-Games

This project uses deep RL to train an agent that can play Atari game named Space Invaders.

deep-reinforcement-learning space-invaders double-dqn atari-games

Updated Jun 27, 2022
Jupyter Notebook

Lizhecheng02 / Reinforcement-Learning

Basic code for reinforcement learning and small programs.

game dqn reinforcement-learning-algorithms double-dqn dueling-dqn ppo dueling-ddqn

Updated Jan 5, 2024
Jupyter Notebook

FurkanArslan / my-reinforcement-learning-notes

This repo contains lessons, notes, assignments and a final project from the reinforcement learning lesson at the ozyegin university.

machine-learning reinforcement-learning q-learning tutorials sarsa double-dqn ozyegin-university

Updated Jan 8, 2018
Python

marcofavorito / breakout-RL

Experiments on Breakout game applying Reinforcement Learning techniques

reinforcement-learning q-learning dqn breakout reinforcement-learning-algorithms breakout-game double-dqn

Updated Apr 3, 2018
Python

kelstopper / drl_navigation

Deep Reinforcement Learning using pytorch - Bananas

reinforcement-learning cnn dqn reinforcement-learning-algorithms reinforcement-learning-excercises double-dqn reinforcement-learning-agent pytoch

Updated Mar 10, 2020
HTML

nslyubaykin / ppo_with_dqn_critic

Training PPO with DQN as a critic

reinforcement-learning atari2600 dqn policy-gradient reinforcement-learning-algorithms double-dqn atari-games proximal-policy-optimization ppo discrete-control

Updated Aug 29, 2022
Jupyter Notebook

thedatamonk / Unity-Banana-Navigation

Project 1 of Udacity Deep Reinforcement Learning Nanodegree

navigation deep-reinforcement-learning pytorch dqn python36 double-dqn unityml

Updated Jan 13, 2019
Jupyter Notebook

DACUS1995 / LunarLander-RL

reinforcement-learning qlearning pytorch ddpg double-dqn lunar-lander

Updated Apr 6, 2020
Python

bhargavsaidasari / Reinforcement-Learning

unity openai-gym double-dqn dqn-pytorch ddpg-pytorch

Updated Jul 10, 2020
Jupyter Notebook

emmas96 / DATX02-19-83

Self-learned Intelligent Agent in StarCraft II using Deep Reinforcement Learning with Imitation Learning

reinforcement-learning deep-learning starcraft-ii double-dqn

Updated Apr 24, 2021

ASO92 / DRL_p1_navigation_Udacity

GitHub repo for first project in DRL Udacity nanodegree.

udacity deep-neural-networks reinforcement-learning ai deep-learning machine-learning-algorithms unity3d deep-reinforcement-learning artificial-intelligence dqn artificial-neural-networks deep-q-network udacity-nanodegree artificial-intelligence-algorithms double-dqn dueling-dqn

Updated May 24, 2020
Jupyter Notebook

radsn / Duel_Architecture_DeepRL

Dueling Network Architecture Implementation for Deep Reinforcement Learning

tensorflow deep-reinforcement-learning double-dqn dueling-dqn deep-q-learning-network

Updated Aug 11, 2020
Jupyter Notebook

rharish101 / PongRL

RL-based agent for playing Atari Pong

reinforcement-learning tensorflow dqn deep-q-network double-dqn atari-pong

Updated May 26, 2024
Python

balintbujtor / SpaceInvaders

The project implements a reinforcement learning agent that can play the Space Invaders Atari game. I compare the performance of the agent using Double Deep Q-Learning with simple Deep Q-Learning.

deep-neural-networks reinforcement-learning deep-learning deep-reinforcement-learning q-learning artificial-intelligence double-dqn

Updated Aug 21, 2021
Python

CodeName-Detective / Deep-Q-Learning-Exploring-OpenAI-Gym-Environments-and-Enhancing-DQN-for-Optimal-Performance

This project provides a comprehensive understanding of reinforcement learning, focusing on Deep Q-Learning (DQN). It involves exploring the OpenAI Gym library, implementing DQN from DeepMind's seminal paper, and enhancing the DQN algorithm for improved performance and stability.

reinforcement-learning deep-reinforcement-learning openai-gym deep-q-learning double-dqn

Updated May 21, 2024
Jupyter Notebook

nslyubaykin / prioritized_ddqn

Prioritized DDQN example with ReLAx

reinforcement-learning atari2600 dqn reinforcement-learning-algorithms double-dqn atari-games prioritized-experience-replay discrete-control

Updated Aug 29, 2022
Jupyter Notebook

phuchoang92 / ReinLea

Applying reinforcement Learning in Super-Mario

reinforcement-learning pytorch dqn double-dqn super-mario-bros dueling-dqn pyqt5-gui

Updated Aug 20, 2022
Jupyter Notebook

nihal-rao / RL-Double-DQN

Using Double Q Networks with experience replay to solve Cartpole v0 in just 184 episodes, implemented in Tensorflow 2.

reinforcement-learning double-dqn cartpole-v0 tensorflow2

Updated Jan 28, 2020
Jupyter Notebook

KirkSuD / dtts_reinforcement_learning

Train a double DQN reinforcement learning agent to play "don't touch the spikes".

reinforcement-learning double-dqn tensorforce

Updated Jan 22, 2023
Jupyter Notebook

cr7anand / rl_exps

experiments in RL

reinforcement-learning dqn double-dqn

Updated Oct 17, 2018
Python

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