GitHub topics: stablebaselines3
alexmeessrg/hide-n-seek
A RL algorithm (PPO) for game AI with chase and avoid behavior.
Language: Python - Size: 54.7 KB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 0
algoboy-kevin/rl-trading-notebook
Repositroy for my RL trading using stablebaselines model
Language: Jupyter Notebook - Size: 155 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
adwng/WERDNA
Locomotion and Posture Control of Wheeled Bipedal using Reinforcement Learning Techniques
Language: C++ - Size: 7.15 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
sergiovzambelli/RL-traffic-lights-control
Bachelor's Thesis Sergio Vittorio Zambelli - 2023/2024
Language: Python - Size: 3.83 MB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
Mikulej/rl-minesweeper
Program made for my bachelor's thesis. It compares efficency of different reinforcement learning algorithms at playing Minesweeper.
Language: Python - Size: 3.77 GB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
adwng/werdna_gym
Pybullet Gymnasium Environment for WERDNA
Language: Python - Size: 24.5 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
Sarmadzandi/Deep-Multi-Agent-Reinforcement-Learning-Reservoir-Operations 📦
Water resources exploring and reservoir operations Using Multi-Agent Deep Reinforcement Learning.
Language: Jupyter Notebook - Size: 167 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0
PetropoulakisPanagiotis/igae
State Representations as Incentives for Reinforcement Learning Agents: A Sim2Real Analysis on Robotic Grasping
Language: Python - Size: 45.3 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0
carlacodes/adaptive_exploration
training an agent to navigate a 2D space
Language: Python - Size: 499 KB - Last synced at: 9 months ago - Pushed at: 9 months 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: 364 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0
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 at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
somsagar07/RL-stock-trading-
RL algorithm for stock trading with multiple reward functions
Language: Python - Size: 957 KB - Last synced at: about 1 year ago - Pushed at: about 1 year 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 at: about 1 year ago - Pushed at: about 1 year 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 at: about 1 year ago - Pushed at: about 1 year 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 at: about 1 year ago - Pushed at: about 1 year 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 at: about 1 year ago - Pushed at: about 1 year 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 at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - 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 at: almost 2 years ago - Pushed at: almost 2 years 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 at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - 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 at: almost 2 years ago - Pushed at: over 2 years 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 at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0
