stablebaselines3

There are 0 repository under stablebaselines3 topic.

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.
ppo ppo-pytorch pygame reinforcement-learning stablebaselines3
Language:Python 6
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.
bandit-algorithms deep-reinforcement-learning deeprl distributed-reinforcement-learning mdp multi-agent-reinforcement-learning network-routing off-policy on-policy reinforcement-learning gym stablebaselines3 q-learning
Language:Jupyter Notebook 4
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.
autonomous-vehicles carla-simulator collision-avoidance computer-vision end-to-end-learning machine-learning ppo recurrent-ppo reinforcement-learning stablebaselines3
Language:Python 2
Ye-2077 / RL_ELDENG
Reinforce learning gym for Elden Ring, based on gymnaium and stable baseline3, PPO
elden-ring gymnasium ppo python reinforcement-learning stablebaselines3 torch
Language:Python 2
dylanzenner / stock-rl
This repo contains our project for CPE 800 which focuses on reinforcement learning for stock prediction
alpaca-trading-api aws reinforcement-learning terraform github-actions terraform-cloud a2c ddpg ensemble ppo stablebaselines3 td3
Language:Jupyter Notebook 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.
agriculture greenhouse-control-system reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments stablebaselines3
Language:Jupyter Notebook 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.
autonomous-driving carla-simulator collision-avoidance machine-learning modelpredictivecontrol mpc-control path-planning ppo recurrent reinforcement-learning stablebaselines3
Language:Python 1
Ruben-2828 / RL-Traffic-Control
Application of reinforcement learning to the management of traffic light intersection
data-science dqn python qlearning renforcement-learning sarsa-learning stablebaselines3 sumo sumo-rl supervised-learning
Language:Python 1
somsagar07 / RL-stock-trading-
RL algorithm for stock trading with multiple reward functions
a2c dqn gpt llm ppo reinforcement-learning stablebaselines3
Language:Python 1
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.
atari-games deep-reinforcement-learning dqn-pytorch gymnasium ppo-pytorch stablebaselines3
Language:Jupyter Notebook 0
atchekegroup1lunarlanding
carlacodes / atchekegroup1lunarlanding
Repo hosting the NMA Deep Learning - Lunar Lander transfer learning project repository for Group 1, Atcheke Pod (transferlanders)
deep-learning openai-gym pytorch lundarlander-v2 stablebaselines3 dqn-pytorch reinforcement-learning
Language:Jupyter Notebook 0
s-nandi / bball-sim
A testbed for exploring reinforcement learning & basketball strategy
basketball openai-gym pygame pymunk python3 pytorch reinforcement-learning stablebaselines3 tensorboard
Language:Python 0
PetropoulakisPanagiotis / igae
Representation Abstractions as Incentives for Reinforcement Learning Agents: A Robotic Grasping Case Study
autoencoders comparison computer-vision deep-reinforcement-learning end-to-end-learning gym-environment lbr-iiwa pre-trained-models python rl robotic-grasping robotiq-gripper segmentation sim-to-real stablebaselines3 unity-simulator igae incentivized-grasping-autoencoder state-randomization state-representation
Language:Python

stablebaselines3

nkoorty / rl_parking

amirhosein-mesbah / Reinforcement_learning

gustavomoers / E2E-CARLA-ReinforcementLearning-PPO

Ye-2077 / RL_ELDENG

dylanzenner / stock-rl

FayElhassan / AI-for-Sustainable-Agriculture

gustavomoers / CollisionAvoidance-Carla-DRL-MPC

Ruben-2828 / RL-Traffic-Control

somsagar07 / RL-stock-trading-

bantu-4879 / Atari_Games-Deep_Reinforcement_Learning

carlacodes / atchekegroup1lunarlanding

s-nandi / bball-sim

PetropoulakisPanagiotis / igae