ppo-agent
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Reinforcement learning tutorials
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Mar 25, 2023 - Python
This repository hosts a customized PPO based agent for Carla. The goal of this project is to make it easier to interact with and experiment in Carla with reinforcement learning based agents -- this, by wrapping Carla in a gym like environment that can handle custom reward functions, custom debug output, etc.
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Nov 24, 2021 - Python
Adversarial attacks on Deep Reinforcement Learning (RL)
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Feb 27, 2021 - Jupyter Notebook
Deep Reinforcement Learning for Trading
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Oct 10, 2022 - Jupyter Notebook
Multi agent gym environment based on the classic Snake game with implementations of various reinforcement learning algorithms in pytorch
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Jun 21, 2022 - Python
💡 Grasp - Pick-and-place with a robotic hand 👨🏻💻
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Dec 15, 2023 - Jupyter Notebook
Developed a highly customizable OpenAI gym environment and trained a stable_baselines3 PPO agent. Used the expert agent for Imitation Learning with DAgger
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Aug 28, 2023 - Python
Reinforcement Learning based navigation
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Mar 18, 2021 - Jupyter Notebook
State Representations as Incentives for Reinforcement Learning Agents: A Sim2Real Analysis on Robotic Grasping
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Aug 15, 2024 - Python
Financial trading strategies using deep reinforcement learning (DRL). It offers a frameworks for quantitative finance, enabling practitioners to create, test, and implement investments strategies.
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Sep 30, 2024 - TypeScript
A deep reinforcement learning Bot forhttps://kana.byha.top:444/
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Aug 29, 2022 - Python
🚤🏖️BOATS DO VZHHHHH BBBDROOM, BEEEEP, BEEEP, GNAA, HONK, VZHHHHHHHHHHHHHH🏖️🚤
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Jan 7, 2024 - C#
Concept and development of a walking AT-ST Walker (Starwars) ML-agent.
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Feb 24, 2022 - C#
Modular Reinforcement Learning in PyTorch.
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Feb 16, 2023 - Python
AI agent learns to walk, run, hop and crawl with out any given data using proximal policy optimisation.
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May 3, 2022 - Python
In this project, I have tried to use DeepRL for optimizing the selection of transactions done by the miner to increase the fee when they execute a block on the chain
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Jun 14, 2021 - Jupyter Notebook
Repository for the final project of the "Computational Intelligence" course @ PoliTo, 2022/2023
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Feb 3, 2023 - Python
AI agents for the boardgame Splendor
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Nov 14, 2024 - Python
Unleashing the Power of PPO: Mastering Super Mario with Reinforcement Learning. Dive into our journey of training a Proximal Policy Optimization (PPO) agent to conquer the classic NES.
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Jun 14, 2024 - Python
Short own implementation of the game snake. In this project I'am using the ray library together with ray tune and a custom PPO model.
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Aug 6, 2023 - Python
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