Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: stablebaselines3

nishantpandey4/Drone-navigation-and-obstacle-avoidance-using-DDPG

The project presents a drone obstacle avoidance system using Microsoft AirSim and the DDPG algorithm, training drones with LIDAR and depth sensors for improved real-time navigation. It compares the implementation of DDPG algorithm with different sensors and their combination.

Language: Python - Size: 12 MB - Last synced: about 12 hours ago - Pushed: 1 day ago - Stars: 0 - Forks: 0

bantu-4879/Atari_Games-Deep_Reinforcement_Learning

This repository hosts Jupyter notebooks showcasing the training of Atari games using a variety of Deep Reinforcement Learning (RL) algorithms such as Proximal Policy Optimization (PPO), Deep Deterministic Policy Gradient (DDPG), Deep Q-Networks (DQN), Advantage Actor-Critic (A2C), and more.

Language: Jupyter Notebook - Size: 341 KB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 1 - Forks: 0

somsagar07/RL-stock-trading-

RL algorithm for stock trading with multiple reward functions

Language: Python - Size: 957 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 1

gustavomoers/CollisionAvoidance-Carla-DRL-MPC

A hybrid collision avoidance system combining Deep Reinforcement Learning with Model Predictive Control, designed for autonomous vehicles in CARLA to navigate scenarios with stationary obstacles.

Language: Python - Size: 35.1 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

Ye-2077/RL_ELDENG

Reinforce learning gym for Elden Ring, based on gymnaium and stable baseline3, PPO

Language: Python - Size: 21.5 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

gustavomoers/E2E-CARLA-ReinforcementLearning-PPO

An end-to-end (E2E) reinforcement learning model for autonomous vehicle collision avoidance in the CARLA simulator, using a recurrent PPO algorithm for dynamic control. The model processes RGB camera inputs to make real-time acceleration and steering decisions.

Language: Python - Size: 307 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 0

Ruben-2828/RL-Traffic-Control

Application of reinforcement learning to the management of traffic light intersection

Language: Python - Size: 122 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 1

FayElhassan/AI-for-Sustainable-Agriculture

This repository hosts the code and resources for a comprehensive study on optimizing greenhouse conditions using Reinforcement Learning algorithms such as PPO, A2C, and SAC. For detailed results, explanation of the environments, and the algorithms, please refer to the accompanying report.

Language: Jupyter Notebook - Size: 15.1 MB - Last synced: 4 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 0

PetropoulakisPanagiotis/igae

Representation Abstractions as Incentives for Reinforcement Learning Agents: A Robotic Grasping Case Study

Language: Python - Size: 31.5 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

nkoorty/rl_parking

Repository with all source files relating to the 6CCE3EEP Final Year Project titled "Self Parking with Reinforcement Learning." The project was implemented using Python, and used PyGame, OpenAI Gym, and the Stable Baselines-3 libraries in order to implement a Proximal Policy Optimisation (PPO) algorithm.

Language: Python - Size: 2.67 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 1 - Forks: 0

dylanzenner/stock-rl

This repo contains our project for CPE 800 which focuses on reinforcement learning for stock prediction

Language: Jupyter Notebook - Size: 1020 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 2

nova-land/TradeRL-Env

Trading Reinforcement Learning Environments

Language: Python - Size: 150 KB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 2

carlacodes/atchekegroup1lunarlanding

Repo hosting the NMA Deep Learning - Lunar Lander transfer learning project repository for Group 1, Atcheke Pod (transferlanders)

Language: Jupyter Notebook - Size: 39 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 5

amirhosein-mesbah/Reinforcement_learning

This repository contains the implementation of a wide variety of Reinforcement Learning Projects in different applications of Bandit Algorithms, MDPs, Distributed RL and Deep RL. These projects include university projects and projects implemented due to interest in Reinforcement Learning.

Language: Jupyter Notebook - Size: 10.4 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0