mountain-car
Here are 39 public repositories matching this topic...
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.
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Mar 19, 2024 - Python
This repository contains implementations of Inverse Reinforcement Learning (IRL) algorithms based on the paper "Algorithms for Inverse Reinforcement Learning" - (Ng &Russell 2000)
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Mar 7, 2024 - Jupyter Notebook
University Course Assignment - Reinforcement Learning
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Jan 14, 2024 - Jupyter Notebook
Inverse Reinforcement Learning Algorithm implementation with Python
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Dec 31, 2023 - Python
Double deep q network implementation in OpenAI Gym's "Mountain Car" environment
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Sep 24, 2023 - Python
Comparing VPG, TRPO and PPO from Policy Gradient family
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Jun 13, 2023 - Python
Code for the Genetic Algorithms for Mapping Evolution (GAME), a project done at Johns Hopkins University during Fall 2022.
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Jun 4, 2023 - Jupyter Notebook
APReL: Active preference-based reward learning for human-robot interaction. Utilizing "Mountain Car" environment, learn from human preferences to reach the goal state. Applications in robotics and adaptability to other learning methods.
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May 31, 2023
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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Dec 24, 2022 - Python
Implementation of SARSA Semi-Gradient Method on the Mountain Car Open AI Environment.
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Dec 8, 2022 - Python
My programs during CS747 (Foundations of Intelligent and Learning Agents) Autumn 2021-22
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Apr 17, 2022 - Python
Mountain Car is a Reinforcement Learning task that aims to learn the policy of climbing a steep hill and reaching the flag-marked goal. we use Q-learning to find the optimal policy in each case.
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Feb 18, 2022 - Jupyter Notebook
This repository contains codes of deep deducing solving the classic control problems.
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Jan 24, 2022 - Python
Sutton's Mountain Car Problem with Value Iteration
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Nov 18, 2021 - MATLAB
An implementation of the paper "Reinforcement learning with a bilinear Q function" on the Mountain Car problem.
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Sep 20, 2021 - Python
Own researches in reinforcement learning using openai-gym.
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Jul 27, 2021 - Python
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Apr 26, 2021 - Python
Solving OpenAI Gym problems.
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Jan 12, 2021 - Python
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