simglucose
Miniworld
| simglucose | Miniworld | |
|---|---|---|
| 1 | 3 | |
| 221 | 671 | |
| - | 1.0% | |
| 6.4 | 3.5 | |
| about 2 months ago | 22 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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simglucose
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How to design reward function to increase episode length?
I am trying to design a insulin infusion controller using diabetes-1 patient simulator simglucose. This simulator already includes a simulation environment.
Miniworld
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Miniworld is now mature within the Farama Foundation
Miniworld - a minimalistic 3D interior environment simulator for reinforcement learning & robotics research that allows environments to be easily edited - has now reached the mature inside Farama. You can check out the documentation at https://miniworld.farama.org, and the release notes for all the changes we’ve made to the project at https://github.com/Farama-Foundation/Miniworld/releases/tag/2.0.1.
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Build custom 3D gridworld environments
Have you checked out mini world? https://github.com/maximecb/gym-miniworld
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Training Data
i'm pretty new to this kind of learning task and i found hard to understand some base concepts. I'm studying the Decision Transformer paper and for an university problem i need to train that model using the MiniWorld environment.
What are some alternatives?
gym_solo - A custom open ai gym environment for solo experimentation.
godot_rl_agents - An Open Source package that allows video game creators, AI researchers and hobbyists the opportunity to learn complex behaviors for their Non Player Characters or agents
stable-baselines - Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
Super-mario-bros-PPO-pytorch - Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
habitat-api - A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators. [Moved to: https://github.com/facebookresearch/habitat-lab]
opem - OPEM (Open Source PEM Fuel Cell Simulation Tool)
deepdrive - Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
faketyper - A CLI software that simulates keyboard typing, with customizable typing speed, amount of errors in the text etc. Fit for ASCII art. For educational purposes only!
multirotor - Multicopter UAV simulation for control/RL experiments.