Java Garbage Collector Performance Tuning with Reinforcement Learning Methods
-
Updated
Apr 13, 2024 - Jupyter Notebook
#
ppo-agent
Here are 53 public repositories matching this topic...
Sample implementation of gridworld problem in pygame with dynamic obstacles using Q-learning and PPO algorithm
reinforcement-learning-algorithms reinforcement-learning-agent pygame-gui q-learning-algorithm ppo-agent ppo-pytorch skrl
-
Updated
Jan 31, 2026 - Python
Injecting object-level implicit priors in a PPO agent with contrastive learning algorithm ST-DIM.
-
Updated
Jun 7, 2022
An RL agent that finds an optimal policy of cleaning dirt off a floor with a power washer.
reinforcement-learning rl cfd fluid-dynamics fluid-simulation reinforcement-learning-environments ppo-agent bd3
-
Updated
Feb 13, 2025 - Python
Unleashing the Power of PPO: Mastering Super Mario with Reinforcement Learning. Dive into our journey of training a Proximal Policy Optimization (PPO) agent to conquer the classic NES.
-
Updated
Jun 14, 2024 - Python
State Representations as Incentives for Reinforcement Learning Agents: A Sim2Real Analysis on Robotic Grasping
python computer-vision unity deep-reinforcement-learning embeddings lbr-iiwa segmentation robotiq autoencoders end-to-end-learning gym-environment sim2real ppo-agent reward-engineering sim-to-real stablebaselines3 robotic-grasping state-representation incentivized-grasping-autoencoder state-randomization
-
Updated
Aug 15, 2024 - Python
Automated gaming using machine learning
-
Updated
Jun 28, 2023 - Jupyter Notebook
reinforcement-learning genetic-algorithm lunar-lander dqn-agents ppo-agent reinforce-algorithm a2c-agent gymnasium-environment
-
Updated
Jul 21, 2025 - Jupyter Notebook
Trained 2 PPO agents to dominate Pong via self-play. Achieved ~250 reward (11-0 wins, 12+ hit rallies) after 4000 episodes using Tanh activation
-
Updated
Dec 10, 2025 - Python
Financial trading strategies using deep reinforcement learning (DRL). It offers a frameworks for quantitative finance, enabling practitioners to create, test, and implement investments strategies.
machine-learning stock-market sharpe-ratio bitcoin-wallet options-trading ppo-agent sharpe-ratios drl-algorithms
-
Updated
Sep 30, 2024 - TypeScript
Short own implementation of the game snake. In this project I'am using the ray library together with ray tune and a custom PPO model.
-
Updated
Aug 6, 2023 - Python
Train a PPO agent to play Super Mario Bros using Stable-Baselines3 on stable-retro.
-
Updated
Sep 22, 2025 - Python
Reinforcement Learning in Super Mario using Pytorch and PPO
python reinforcement-learning deep-learning deep-reinforcement-learning pytorch openai gym ppo gym-super-mario-bros python38 ppo2 ppo-agent ppo-pytorch
-
Updated
Apr 8, 2023 - Jupyter Notebook
This repository contains the code for a project paper for a Master's module in the field of reinforcement learning. The aim of the project is to explore and implement Proximal Policy Optimization (PPO) agents to learn and play the 7x7 Hex game.
-
Updated
Jul 7, 2024 - Python
Reinforcement Learning based navigation
-
Updated
Mar 18, 2021 - Jupyter Notebook
This project is based on fine-tuning LLM models (FLAN-T5) for text summarisation task using PEFT approach. All evaluation metrics being computed on ROUGE scoring and LoRA optimisation techniques being used for fine-tuning.
-
Updated
Aug 8, 2023 - Jupyter Notebook
Concept and development of a walking AT-ST Walker (Starwars) ML-agent.
star-wars machine-learning reinforcement-learning robot unity unity3d starwars walker ppo ml-agents unity-ml-agents ppo-agent at-st-walker atst-walker all-terrain-scout-transport
-
Updated
Feb 24, 2022 - C#
Flappy Bird using Reinforcement Learning
-
Updated
Dec 14, 2024 - Jupyter Notebook
DQN and PPO Reinforcement Learning Agents for Snake Game (TensorFlow) 🐍
-
Updated
Aug 23, 2025 - Python
Improve this page
Add a description, image, and links to the ppo-agent topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the ppo-agent topic, visit your repo's landing page and select "manage topics."