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dueling-dqn

Here are 106 public repositories matching this topic...

philtabor / ProtoRL

A Torch Based RL Framework for Rapid Prototyping of Research Papers

dqn ddpg sac actor-critic dueling-network-architecture dueling-dqn proximal-policy-optimization ppo prioritized-experience-replay td3 soft-actor-critic dqn-pytorch dueling-ddqn ddpg-pytorch dueling-dqn-pytorch ppo-pytorch sac-pytorch td3-pytorch twin-delayed-policy-gradient

Updated Sep 26, 2024
Python

XinJingHao / DRL-Pytorch

Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

machine-learning reinforcement-learning asl deep-reinforcement-learning q-learning pytorch ddpg sac double-dqn c51 dueling-dqn categorical-dqn ppo prioritized-experience-replay noisynet-dqn td3

Updated Sep 24, 2024
Python

datawhalechina / easy-rl

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

reinforcement-learning deep-reinforcement-learning q-learning dqn policy-gradient sarsa a3c ddpg imitation-learning double-dqn dueling-dqn ppo td3 easy-rl

Updated Sep 9, 2024
Jupyter Notebook

fardinabbasi / Deep_RL

Exploring deep reinforcement learning techniques, particularly focusing on the implementation and testing of algorithms like Deep Q-Learning (DQN) and Dueling DQN.

reinforcement-learning deep-reinforcement-learning q-learning pytorch dqn dueling-dqn

Updated Aug 13, 2024
Jupyter Notebook

Harish-Balaji-B / Music-Recommendation-Using-Q-Learning-And-Deep-Reinforcement-Learning

This repository compares two methodologies for music recommendation: Q-learning and Deep Reinforcement Learning (Dueling DQN), applied to a dataset of music tracks with features like genre, artist, and danceability. The goal is to build a system that recommends music based on user preferences.

reinforcement-learning q-learning music-recommendation dqn dueling-dqn

Updated Jun 18, 2024
Jupyter Notebook

itsMyrto / CarRacing-v2-gymnasium

agent deep-reinforcement-learning convolutional-neural-networks deep-q-learning dueling-dqn ppo car-racing-game

Updated Jun 5, 2024
Jupyter Notebook

MorvanZhou / Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Updated Mar 31, 2024
Python

ARgruny / Deep-Reinforcement-Learning

Build and test DRL algorithms in different environments

reinforcement-learning deep-learning deep-reinforcement-learning rainbow pytorch dqn reinforce ddpg sac double-dqn dueling-dqn deep-deterministic-policy-gradient ppo multi-agent-reinforcement-learning rainbow-dqn maddpg soft-actor-critic

Updated Feb 13, 2024
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

jiseongHAN / Super-Mario-RL

🍄Reinforcement Learning: Super Mario Bros with dueling dqn🍄

super-mario mario reinforcement-learning pytorch dqn reinforcement dueling-dqn supermario

Updated Nov 24, 2023
Python

tranhlok / ViZDoom-DQNs

Optimizing Value-Based Reinforcement Learning Using DQN.

deep-learning pytorch dqn dueling-dqn

Updated Sep 23, 2023
Jupyter Notebook

ethanmclark1 / rl_toolkit

A collection of RL algorithms in PyTorch

reinforcement-learning deep-reinforcement-learning openai-gym pytorch policy-gradient rl q-table dueling-dqn deep-rl a2c

Updated Aug 25, 2023
Python

melli0505 / Deep-RL

Deep Reinforcement Learning with Custom Environment

tensorflow keras deep-reinforcement-learning dqn ddpg dueling-dqn gym-environment dueling-ddqn custom-environment

Updated Aug 17, 2023
Python

Marini97 / ViZDoom-RL

Reinforcement Learning on ViZDoom Enviroment using Advantage Actor Critic and Dueling Deep Q Networks.

python reinforcement-learning vizdoom actor-critic dueling-dqn

Updated Jul 18, 2023
Jupyter Notebook

wegfawefgawefg / wegs-drl-baselines

Minimum viable reinforcement learning algorithms for your educational convenience.

machine-learning reinforcement-learning deep-reinforcement-learning openai-gym pytorch dqn neural-networks reinforcement-learning-algorithms actor-critic dueling-dqn ppo reinforcement-learning-agent td3 world-models rainbow-dqn dqn-pytorch world-models-rl ppo-pytorch noisy-dqn

Updated Jun 25, 2023
Python

wzcai99 / XuanCE-Tiny

A clean framework and implementations for reinforcement learning algorithms.

benchmark library reinforcement-learning deep-reinforcement-learning pytorch dqn rl ddpg double-dqn mujoco dueling-dqn ppo a2c td3

Updated Jun 12, 2023
Python

Resh-97 / Dynamic_Maze_Solving

An epsilon-greedy Dueling Deep Q-Network Based on Prioritised Experience Replay to compute the minimal time path for traversing a maze.

reinforcement-learning q-learning epsilon-greedy dueling-dqn minimal-path dynamic-maze comp6247

Updated Jun 7, 2023
Python

markub3327 / Dueling-DQN-with-AutoEncoder

Signal novelty detection as an intrinsic reward for robotics

deep-neural-networks reinforcement-learning robotics tensorflow keras autoencoder anomaly-detection dueling-dqn

Updated Apr 20, 2023
Jupyter Notebook

pythonlessons / Reinforcement_Learning

Reinforcement learning tutorials

reinforcement-learning dqn policy-gradient a3c ddqn dueling-dqn ppo a2c lunarlander d3qn bipedalwalker ppo-agent actor-critic-algorythm

Updated Mar 25, 2023
Python

bmaxdk / OpenAI-Gym-LunarLander-v2-Double-Dueling-DQN

Apply Double Dueling DQN

reinforcement-learning deep-reinforcement-learning pytorch double-dqn dueling-dqn

Updated Feb 28, 2023
Jupyter Notebook

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