drl-pytorch

This repo implements Deep Q-Network (DQN) for solving the Frozenlake-v1 environment of the Gymnasium library using Python 3.8 and PyTorch 2.0.1 in both 4x4 and 8x8 map sizes.

python reinforcement-learning deep-learning deep-reinforcement-learning q-learning pytorch dqn gym deep-q-network gymnasium drl deep-q-learning frozenlake drl-pytorch

Updated Mar 19, 2024
Python

RoyElkabetz / SAC_with_PyTorch

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This repo contains the Deep Reinforcement Learning algorithm Soft Actor Critic (SAC) implementation in PyTorch

deep-reinforcement-learning reinforcement-learning-algorithms sac drl actor-critic soft-actor-critic drl-pytorch

Updated Jan 24, 2022
Jupyter Notebook

Livioni / DRL_algorithms

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记录一些DRL算法实现

drl drl-pytorch

Updated Jul 18, 2022
Python

MehdiShahbazi / DQN-Mountain-Car-Gymnasium

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This repo implements Deep Q-Network (DQN) for solving the Mountain Car v0 environment (discrete version) of the Gymnasium library using Python 3.8 and PyTorch 2.0.1 with a custom reward function for faster convergence.

python reinforcement-learning deep-learning deep-reinforcement-learning q-learning pytorch dqn gym mountain-car discrete deep-q-network gymnasium drl deep-q-learning mountain-car-problem drl-pytorch mountain-car-discrete

Updated Mar 19, 2024
Python

dev0Guy / amgu

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🚦 Traffic Management System 🚏 With Deep Reinforcement Learning 🚗

open-source library traffic rllib cityflow drl-pytorch

Updated Jun 18, 2022
Python

ashutoshtiwari13 / Hands-on-DeepRL-and-DL

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Hosts my major and mini Deep Reinforcement learning 👨‍💻and Deep Learning projects 🔝

quadcopter unity3d deep-reinforcement-learning motion-detection motion-planning reinforcement-learning-algorithms opencv-python cython-library pybullet rover-simulator reinforcement-learning-environments pybullet-planning drl-pytorch

Updated Sep 10, 2020

MehdiShahbazi / DQN-Cliff-Walking-Gymnasium

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This repo implements Deep Q-Network (DQN) for solving the Cliff Walking v0 environment of the Gymnasium library using Python 3.8 and PyTorch 2.0.1 with the finest tuning.

python reinforcement-learning deep-learning deep-reinforcement-learning q-learning pytorch dqn gym deep-q-network gymnasium drl deep-q-learning cliffwalking drl-pytorch cliff-walking-problem

Updated Mar 19, 2024
Python

MickyasTA / Duckiebot_From-SIM-to-Real

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Develop and implement reinforcement learning for real-world navigation in DuckieTown, optimizing performance and resilience for reliable autonomous movement, backed by interpretable decision-making tools.

drl-pytorch td3-pytorch