Integrating Constraints in PPO (using Isaac Gym or Isaac Lab)
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Jun 30, 2025 - Python
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renforcement-learning
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算法 数学 科学。这是一个全网收藏夹; 一个备忘录; 一个To-Do List; 未来的技能点; 个人知识库; 也是一个算法工程师的网址导航．热爱生活, 不断探索．Have fun : )
python nlp linux computer-science science data-science machine-learning natural-language-processing computer-vision algorithms gpu cv mathematics rl renforcement-learning
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Apr 19, 2025
Implementation for the different ML tasks on Kaggle platform with GPUs.
natural-language-processing computer-vision neural-network accelerator transformers pytorch kaggle tensorboard quantization visulization fine-tuning peft multimodal wandb renforcement-learning large-language-models
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May 1, 2025 - Jupyter Notebook
MPG is originated from the paper "Mixed policy gradient", which also contains a cluster of high-quality implementations of deep reinforcement learning algorithms.
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Apr 20, 2022 - Python
Application of reinforcement learning to the management of traffic light intersection
python data-science qlearning dqn supervised-learning sumo sarsa-learning renforcement-learning stablebaselines3 sumo-rl
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Feb 19, 2024 - Python
Algorithmic trading (postgraduate dissertation)
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Nov 2, 2021 - Jupyter Notebook
A collection of templates of various machine learning and deep learning algorithms
machine-learning clustering tensorflow machine-learning-algorithms keras recurrent-neural-networks xgboost deep-learning-algorithms classification recommender-system model-evaluation tensorflow2 renforcement-learning
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Dec 8, 2022 - Python
Пример работы в рамках соревнования Tinkoff Invest Robot Contest #2 с использованием обучения с подкреплением
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May 7, 2024 - Jupyter Notebook
杰克租车问题动态规划求解，C语言实现
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Jan 9, 2025 - C
Environnement de simulation multi-agent avec un paradigme écologoiquement valide. Basé sur SimplePlaygrounds.
python ai simulation ecological-models ecological-niche-modelling renforcement-learning ecological-emergency
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Oct 27, 2020 - Python
Morabaraba implemented in python as part of the MIFY Artificial Intelligence Context (MAIC) competition organized by Machine Intelligence For You (MIFY)
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May 8, 2024 - Python
Clase 12. Este proyecto se enfoca en el entrenamiento de un agente de aprendizaje por refuerzo para aterrizar un rover en la luna de manera segura y eficiente.
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Jul 10, 2025 - Jupyter Notebook
Using Pytorch, OpenAI Gym, and other frameworks; this project used Python in Jupyter Notebooks to build a reinforcement model to pass Super Mario Bros levels.
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Aug 25, 2022 - Jupyter Notebook
This repository contains the code and report for the final evaluation of the Deep Learning Applications module. It includes three exercises on Convolutional Neural Networks (CNNs), Reinforcement Learning, and Adversarial Training. Each exercise is designed to showcase different aspects of deep learning techniques and their applications.
computer-vision deep-learning deep-reinforcement-learning adversarial-learning residual-neural-network renforcement-learning
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Jul 25, 2024 - Jupyter Notebook
A course work project. Implementation of the PPO algorithm from the DRL section to RL, implemented by the library for Unity - ML-Agents v3.0.0.
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May 19, 2025 - C#
This repository contains a range of Machine Learning projects utilizing Natural Language Processing and reinforcement learning
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Sep 7, 2022 - Jupyter Notebook
In this project i created virtual environment of house that have obstacles , wall ,and dirt that the vacuum cleaner have to clean in the most efficient movement with was done with Reinforcement learning
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Jul 14, 2024 - Jupyter Notebook
Implementation of the PPO algorithm to train an agent to play the classic Snake game.
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Dec 20, 2024 - Jupyter Notebook
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