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Name: Mehdi Shahbazi Khojasteh
Type: User
Location: Tehran, Iran
Name: Mehdi Shahbazi Khojasteh
Type: User
Location: Tehran, Iran
Python implementation of Bug2 algorithm to navigate a quadcopter/multirotor in the AirSim simulator.
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.
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.
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.
This repository is a basic implementation of a Linear Regression model aimed at predicting medical costs utilizing an individual's BMI, developed with Python 3.12 and TensorFlow v2.16.
This repository contains the implementation of the Logistic Regression algorithm for classifying the Iris dataset using the One-vs-Rest (OvR) approach, developed with Python 3.12 and TensorFlow v2.16.
This repo implements the REINFORCE algorithm for solving the Cart Pole V1 environment of the Gymnasium library using Python 3.8 and PyTorch 2.0.1.
Implementing obstacle avoidance and path planning for the Pioneer 3-DX robot using Python, PyTorch, and the deep reinforcement learning algorithm REINFORCE in the Webots Simulator.
Implementation of basic rotational and targeted movement on the E-Puck robot with Python within the Webots simulator.
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