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#

ppo-agent

Here are 33 public repositories matching this topic...

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.

  • UpdatedNov 24, 2021
  • Python

Multi agent gym environment based on the classic Snake game with implementations of various reinforcement learning algorithms in pytorch

  • UpdatedJun 21, 2022
  • Python

💡 Grasp - Pick-and-place with a robotic hand 👨🏻‍💻

  • UpdatedDec 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

  • UpdatedAug 28, 2023
  • Python

Reinforcement Learning based navigation

  • UpdatedMar 18, 2021
  • Jupyter Notebook

Financial trading strategies using deep reinforcement learning (DRL). It offers a frameworks for quantitative finance, enabling practitioners to create, test, and implement investments strategies.

  • UpdatedSep 30, 2024
  • TypeScript

🚤🏖️BOATS DO VZHHHHH BBBDROOM, BEEEEP, BEEEP, GNAA, HONK, VZHHHHHHHHHHHHHH🏖️🚤

  • UpdatedJan 7, 2024
  • C#

AI agent learns to walk, run, hop and crawl with out any given data using proximal policy optimisation.

  • UpdatedMay 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

  • UpdatedJun 14, 2021
  • Jupyter Notebook

Repository for the final project of the "Computational Intelligence" course @ PoliTo, 2022/2023

  • UpdatedFeb 3, 2023
  • 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.

  • UpdatedJun 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.

  • UpdatedAug 6, 2023
  • Python

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