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.

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

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

A deep reinforcement learning Bot for https://kana.byha.top:444/

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

Modular Reinforcement Learning in PyTorch.

Reinforcement learning tutorials

The aim of this repository is the analysis and study of computer intelligence and in-depth learning techniques in the development of intelligent gaming agents.

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.

Developed an highly customizable OpenAI gym environment and trained a stable_baselines3 PPO agent. Used the expert agent for Imitation Learning with DAgger

This repository contains the code for a project paper for a Master's module in the field of reinforcement learning. The aim of the project is to explore and implement Proximal Policy Optimization (PPO) agents to learn and play the 7x7 Hex game.

Training a Mario reinforcement learning agent using Open AI Gym and Stable Baselines 3 PPO algorithm.

State Representations as Incentives for Reinforcement Learning Agents: A Sim2Real Analysis on Robotic Grasping

AI agents for the boardgame Splendor

An adaptive Machine Reinforcement Learning (MRL) system is being developed to gather and analyze media data using web scraping, training models to predict outcomes in areas like stock market trends, sports events, and other performance domains. It continuously refines its strategies based on real-time data and evolving patterns.