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ppo-agent

Here are 24 public repositories matching this topic...

bitsauce / Carla-ppo

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.

deep-reinforcement-learning vae autonomous-driving ppo-agent agent-learning agent-driving

Updated Nov 24, 2021
Python

iamvigneshwars / ai-walkers-ppo-pytorch

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

reinforcement-learning pytorch proximal-policy-optimization ppo ppo-agent ppo-pytorch ai-agent

Updated May 3, 2022
Python

Atharv24 / SnakeGym

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

python opencv reinforcement-learning neural-network multiprocessing deep-reinforcement-learning python3 pytorch lstm snake-game ppo gym-environments ppo-agent

Updated Jun 21, 2022
Python

c2d08y / LearningBot

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

bot deep-neural-networks reinforcement-learning deep-learning neural-network deep-reinforcement-learning gamebot nueral-networks ppo2 ppo-agent ppo-pytorch ppo-algo

Updated Aug 29, 2022
Python

fracapuano / Quinto

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

board-game reinforcement-learning deep-learning reinforcement-learning-agent ppo-agent

Updated Feb 3, 2023
Python

jfpettit / flare

Modular Reinforcement Learning in PyTorch.

machine-learning reinforcement-learning deep-learning machine-learning-algorithms deep-reinforcement-learning pytorch gym neural-networks reinforcement-learning-algorithms a2c rew leng ppo-agent

Updated Feb 16, 2023
Python

pythonlessons / Reinforcement_Learning

Reinforcement learning tutorials

reinforcement-learning dqn policy-gradient a3c ddqn dueling-dqn ppo a2c lunarlander d3qn bipedalwalker ppo-agent actor-critic-algorythm

Updated Mar 25, 2023
Python

AnastasiaML / Computational-Intelligence-And-Deep-Learning-Techniques-In-Developing-Intelligent-Agents-For-Games

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.

python machine-learning reinforcement-learning opeani-gym deep-learning deep-reinforcement-learning pytorch atari spaceinvaders mspacman computational-intelligence qbert dqn-agents ppo-agent a2c-agent stable-baselines3 qrdqn

Updated Apr 21, 2023
Python

GerTheMessiah / Snake-AI

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.

reinforcement-learning snake ray tune ppo rl-algorithms ppo-agent ppo-pytorch rl-lib

Updated Aug 6, 2023
Python

7enTropy7 / Racer_AI

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

reinforcement-learning artificial-intelligence imitation-learning stable-baselines ppo-agent

Updated Aug 28, 2023
Python

luisdavidgarcia / SuperMarioRL

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.

python tensorflow deep-reinforcement-learning ppo-agent

Updated Jun 14, 2024
Python

IvanBirkmaier / ppo_agent

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.

python torch neural-networks hex-game ppo-agent

Updated Jul 7, 2024
Python

strcoder4007 / Mario-Reinforcement-Learning

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

mario reinforcement-learning openai-gym pytorch ppo-agent stable-baselines3

Updated Jul 12, 2024
Python

PetropoulakisPanagiotis / igae

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

Updated Aug 15, 2024
Python

andrewimpellitteri / floor-cleaner-agent

An RL agent that finds an optimal policy of cleaning dirt off a floor with a power washer.

reinforcement-learning rl cfd fluid-dynamics fluid-simulation reinforcement-learning-environments ppo-agent bd3

Updated Feb 13, 2025
Python

Tarekshohdy688 / PPO_SOFA_Soft_Legged_Robot

reinforcement-learning soft-robotics sofa-framework ppo-agent

Updated Mar 23, 2025
Python

su1phurd / UAV-WRF-LES-PPO-LSTM

无人机自主溯源甲烷羽流系统/Autonomous UAV Methane Plume Tracing System

uav atmosphere lstm ppo-agent wrf-les

Updated Apr 16, 2025
Python

ItsTanPI / AI-Racing-Sim

Reinforcement learning(PPO) for 2D Car

ppo-agent

Updated Apr 18, 2025
Python

master-moose / RLTrader

Personal project - attempting to train an RL model to trade crypto/other markets

reinforcement-learning neural-network cryptocurrency reinforcement-learning-agent ppo-agent

Updated Apr 28, 2025
Python

buibaogianguyen / snake_game_RL_agents

DQN and PPO Reinforcement Learning Agents for Snake Game (TensorFlow) 🐍

reinforcement-learning reinforcement-learning-agent dqn-tensorflow ppo-agent

Updated Aug 23, 2025
Python

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