Stable Baselines3
-
Updated
Dec 26, 2023 - Python
#
ppo-algorithm
Here are 38 public repositories matching this topic...
AI agents for Trackmania using the TMRL package. Implemented DDPG, PPO, and used two SAC algorithms (with one or two critics) to train cars to navigate custom-built tracks.
python ai reinforcement-learning-algorithms game-ai ddpg-algorithm ppo-algorithm sac-algorithm tmrl tmrl-package modern-game-ai
-
Updated
Aug 20, 2024 - Python
ClimatePredictor implemented by using Proximal policy optimization (PPO) with ray framework for the FederatedLearning approach
-
Updated
Feb 9, 2025 - Python
This is a project for PPO S&P 500 trading
-
Updated
Mar 10, 2025 - Python
A Complete Collection of Deep RL Famous Algorithms implemented in Gymnasium most Popular environments
dqn boltzmann-exploration sarsa lunar-lander cartpole-v1 d3qn swimmer softmax-exploration drl-algorithms ppo-algorithm gymnasium-environment
-
Updated
Apr 13, 2025 - Python
This Legal Document Analyzer is a proof-of-concept NLP project demonstrating the potential of transformers for legal document summarization.
deep-learning transformer bart reinforcement-learning-algorithms byte-pair-encoding huggingface ppo-algorithm finetuning-transformers
-
Updated
Jun 8, 2025 - Python
AI-powered production line optimization using reinforcement learning (PPO).
python machine-learning automation reinforcement-learning simulation optimization manufacturing production-optimization simpy digital-twin smart-factory industrial-ai stable-baselines3 ppo-algorithm
-
Updated
Jul 29, 2025 - Python
End-to-end RL trading framework with PPO agent, self-attention neural network, custom Gym environment, and advanced backtesting.
reinforcement-learning ai algotrading reinforcement-learning-algorithms trading-algorithms quantitative-finance attention-mechanism quantitative-trading backtesting trading-systems gym-environment reinforcement-learning-agent financial-machine-learning quantitative-research market-simulation stable-baselines3 ppo-algorithm
-
Updated
Aug 6, 2025 - Python
PyTorch implementations of algorithms from "Reinforcement Learning: An Introduction by Sutton and Barto", along with various RL research papers.
reinforcement-learning deep-reinforcement-learning pytorch artificial-intelligence dqn policy-gradient deep-deterministic-policy-gradient ddpg-algorithm proximal-policy-optimization actor-critic-algorithm dqn-pytorch rl-book sutton-barto-book policy-gradient-with-baseline actor-critic-pytorch soft-actor-critic-continuous ppo-algorithm reinforcement-learning-an-introduction
-
Updated
Aug 14, 2025 - Python
🚦 Next-generation AI Traffic Management System with real-time computer vision, reinforcement learning optimization, emergency vehicle detection, and immersive 3D visualization
python opencv webgl machine-learning reinforcement-learning computer-vision urban-planning artificial-intelligence yolo smart-cities real-time-analytics 3d-visualization traffic-management traffic-optimization flask-dashboard intelligent-transportation ppo-algorithm unity-integration emergency-detection sumo-simulation
-
Updated
Oct 14, 2025 - Python
AI - PPO-agent med CNN-policy for visuelle observasjoner. Agenten spiller mot en easy(eller annen difficulty) starcraft 2 bot i hoved filen som brukes (les readme) Masked actions sørger for at agenten velger valide handlinger av de 572 handlingene som er tilgjengelige.
-
Updated
Nov 13, 2025 - Python
This repository is dedicated to implementing algorithms "From Scratch". It goes beyond simple API calls, diving deep into the underlying logic of everything from basic training to cutting-edge techniques like DeepSeek-R1.
moe knowledge-distillation multimodal-learning alignment-algorithm rag mixture-of-experts rlhf ppo-algorithm grpo
-
Updated
Nov 26, 2025 - Python
A legged locomotion project
ppo anymal isaacsim isaac-sim locomation legged-locomotion ppo-algorithm isaac-lab isaaclab anymal-c
-
Updated
Nov 29, 2025 - Python
This repository implements a Proximal Policy Optimization (PPO) agent that learns to play Super Mario Bros using TensorFlow/Keras and OpenAI Gym. Features CNNs for vision, Actor-Critic architecture, and parallel environments. Train your own Mario master or run a pre-trained one!
machine-learning tensorflow keras openai-gym cnn actor-critic mario-game proximal-policy-optimization ppo reinforcement-learning-agent ppo-algorithm
-
Updated
Dec 12, 2025 - Python
Working on new variant of PPO implemented in predefined jvrc robot simulation and SLM model integration
-
Updated
Dec 16, 2025 - Python
2D orbital rocket sim with PPO in PyTorch. Models thrust, drag, gravity, fuel; agent learns efficient ascent. Includes telemetry & visualization
-
Updated
Dec 23, 2025 - Python
A specialized Reinforcement Learning (RL) project focused on multi-task mastery across 10 distinct gaming environments. General-Gamer-AI-Lite implements a lightweight multi-task agent designed to learn shared representations and transfer knowledge between varied game mechanics, from classic arcade challenges to strategic grid worlds.
reinforcement-learning deep-reinforcement-learning game-theory multi-task-learning multi-agent-rl curiosity-driven-exploration ppo-algorithm hierarchical-rl self-play-rl game-environment-simulation
-
Updated
Jan 26, 2026 - Python
Multi-modal RL trading agent (CNN + PPO) integrating market prices, macroeconomic indicators, and news signals . MSc dissertation artefact.
python machine-learning reinforcement-learning deep-learning cnn pytorch supervised-learning policy-gradient quantitative-finance feature-engineering algorithmic-trading macroeconomics news-analysis financial-time-series ppo-algorithm
-
Updated
Jan 31, 2026 - Python
AI-based Autonomous Driving Simulation using Reinforcement Learning. Implements a hybrid PPO + Imitation Learning architecture for efficient, safe policy optimization in MetaDrive.
python reinforcement-learning behavioral-cloning autonomous-driving imitation-learning metadrive ppo-algorithm
-
Updated
Feb 24, 2026 - Python
Среда робота-уборщика на базе Gymnasium с обучением через s-b3 PPO
-
Updated
Feb 26, 2026 - Python
Add this topic to your repo
To associate your repository with the ppo-algorithm topic, visit your repo's landing page and select "manage topics."