Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
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May 2, 2023 - Python
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Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
Solving OpenAI Gym problems.
Solutions and figures for problems from Reinforcement Learning: An Introduction Sutton&Barto
In this all Projects dealing with reinforcement learning wil be uploaded
A simple baseline for mountain-car @ gym
Implementation of Reinforcement Algorithms from scratch
👾 My solutions to OpenAI Gym Reinforcement Learning problems.
solution to mountain car problem of OpenAI Gym
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.
Inverse Reinforcement Learning Algorithm implementation with Python
Reinforcement learning algorithms to solve OpenAI gym environments
Deep RL toy example based on gym package with several methods
Implementing reinforcement learning algorithms using TensorFlow and Keras in OpenAI Gym
A car is on a one-dimensional track, positioned between two "mountains". The goal is to drive up the mountain on the right; however, the car's engine is not strong enough to scale the mountain in a single pass. Therefore, the only way to succeed is to drive back and forth to build up momentum.
This repo is for playing with reinforcement learning algorithms. I am either using openai gym or ViZDoom as an environment.
Reinforcement learning algorithm implementation for "Artificial Intelligence" course project, La Sapienza, Rome, Italy, 2018
Q Learning, SARSA, Expected SARSA to solve OpenAI's gym.mountain_car environment
My programs during CS747 (Foundations of Intelligent and Learning Agents) Autumn 2021-22
Own researches in reinforcement learning using openai-gym.
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