Projects in Awesome Lists tagged with ppo-agent

https://github.com/pythonlessons/reinforcement_learning

Reinforcement learning tutorials

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

Last synced: 06 Oct 2025

https://github.com/abhilash1910/deep_reinforcement_learning_trading

Deep Reinforcement Learning for Trading

a2c a3c-agent actor-critic actor-critic-methods arima-model cnn-lstm-models ddpg double-dqn dqn-agents dueling-dqn ppo-agent prophet-model sac sarimax soft tensorflow2 time-series trading trading-strategies trpo

Last synced: 10 Apr 2025

https://github.com/mohammadzainabbas/reinforcement-learning-cs

💡 Grasp - Pick-and-place with a robotic hand 👨🏻‍💻

brax gym-environment mamba model-free-rl physics-engine ppo ppo-agent ppo-algorithm python pytorch reinforcement-learning sac

Last synced: 15 Jul 2025

https://github.com/jookie/jojobot

Financial trading strategies using deep reinforcement learning (DRL). It offers a frameworks for quantitative finance, enabling practitioners to create, test, and implement investments strategies.

bitcoin-wallet drl-algorithms machine-learning options-trading ppo-agent sharpe-ratio sharpe-ratios stock-market

Last synced: 28 Oct 2025

https://github.com/rsgoksel/snake-game_ppo-solution

Snake game environment integrated with OpenAI Gym. Proximal Policy Optimization (PPO) implementation for training. Visualization of training progress and agent performance. Easy to understand code.

a2c actor-critic gym ppo ppo-agent proximal-policy-optimization pygame python reinforcement-learning-agent snake-game stable-baselines stable-baselines3

Last synced: 03 Jul 2025

https://github.com/jookie/jojostock1

An adaptive Machine Reinforcement Learning (MRL) system is being developed to gather and analyze media data using web scraping, training models to predict outcomes in areas like stock market trends, sports events, and other performance domains. It continuously refines its strategies based on real-time data and evolving patterns.

a2c-agent cryptocurrency day-trader ddpg-algorithm ppo-agent sentiment-analysis td3-pytorch

Last synced: 26 Feb 2025

https://github.com/quantdevjayson/robo-credit-underwriter-multi-rl

AI-driven credit underwriting system combining Machine Learning (ML) & Reinforcement Learning (RL) to optimize loan approvals while managing risk: Credit Risk Prediction via Random Forest model; PPO & DQN for dynamic risk control; Custom OpenAI Gym Environment for simulating real-world lending scenarios & FastAPI real-time processing.

ai-driven-chatbot credit-risk cvar-optimization deep-q-learning fastapi ppo-agent reinforcement-learning-agent risk-underwriting robotics-simulation streamlit-webapp synthetic-data