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dqn-algorithm

Here are 11 public repositories matching this topic...

YangRui2015 / 2048_env

2048 environment for Reinforcement Learning and DQN algorithm

pytorch 2048 gym-environment dqn-algorithm

Updated May 27, 2022
Python

chirag-singhal / Double-DQN

Deep Reinforcement Learning with Double Q-learning

reinforcement-learning deep-reinforcement-learning q-learning dqn atari double-dqn dqn-algorithm

Updated Nov 17, 2020
Jupyter Notebook

SHIVOH / Deep-Reinforcement-Learning-My-First-DQN-Agent

This is an implementation of Deep Reinforcement Learning for a navigation task. Specifically, DQN algorithm with experience replay method is used to solve the task.

deep-reinforcement-learning experience-replay dqn-algorithm

Updated Feb 17, 2021
Jupyter Notebook

albemordo / dqn

deep-neural-networks reinforcement-learning deep-learning tensorflow deep-reinforcement-learning dqn reinforcement-learning-algorithms gradient-descent lunar-lander lunarlander dqn-tensorflow lunarlander-v2 gradient-tape dqn-model dqn-algorithm gradient-tape-optimization

Updated Nov 23, 2021
Jupyter Notebook

hemanthchebiyam / CarRacing-ReinforcementLearning

This repo hosts a sophisticated reinforcement learning setup for training a DQN agent in “CarRacing-v2”. It has self-adaptive features like dynamic learning rate and domain randomization to boost agent training and performance. It includes an Evaluation Callback for optimal model retention and leverages GPU for quicker training.

reinforcement-learning openai-gym dqn-algorithm

Updated Jun 19, 2024
Jupyter Notebook

darknovismc / Reinforcement-Learning-Breakout

Simple breakout game with DQN agent which learn how to play it.

reinforcement-learning reinforcement-learning-algorithms breakout-game tensorflow-cpp dqn-algorithm

Updated Aug 13, 2022
C

igargikaushik / flappyBird

a 2D platformer game made with Unity engine and C#

csharp game-2d shaderlab unity2d dqn-algorithm

Updated Mar 19, 2024
ShaderLab

JANBOUBI-ABDERRAHIM / Trading-bot-Using-Reinforcement-Learning

reinforcement-learning tensorflow currency keras trading-bot reinforcement-learning-algorithms rl stock-trading gym-environment reinforcement-learning-agent reinforcement-learning-environments dqn-agents dqn-algorithm

Updated Jul 20, 2023
Jupyter Notebook

daniels-kb / openai-dqn-cartpole

Reinforcement Learning: Cartpole Balancing with a DQN Agent

deep-reinforcement-learning dqn-algorithm

Updated Jul 25, 2022
Python

lorenzomancini1 / DeepRL

Implementations of some of the most well known Deep Reinforcement Learning algorithms

deep-reinforcement-learning pytorch policy-gradient actor-critic actor-critic-methods dqn-algorithm

Updated Jan 16, 2024
Python

NamrataThakur / RL-Based-Profit-Maximization

reinforcement-learning dqn reinforcement-learning-agent reinforcement-learning-environments dqn-agents dqn-algorithm profit-maximization

Updated Sep 21, 2023
Jupyter Notebook

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