DLR-RM / stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
https://stable-baselines3.readthedocs.io
MIT License
8.77k stars 1.67k forks source link

[Question] Scan observation space #1665

Closed Paulchen29 closed 1 year ago

Paulchen29 commented 1 year ago

❓ Question

Hi

I have a really huge obs space like a big room maybe 20 by 20 meters! In this room there are blocks which my agent shall pickup and put on defined locations! I am aware of framestacking but as the blocks have details the agent needs to understand I don't want to scale down everything too much down! So my idea is to split my huge image in small 84×84 blocks (but not scaled) and I want the agent to scan and understand the obs before he starts! Like I think the vacuum cleaning bots are doing - they scan first the room and then plan the route! Is this possible with stb3 and if yes where is a good starting point of documentation to drive in! Thanks in advance

Jürgen

Checklist

qgallouedec commented 1 year ago

It reminds me a little of https://github.com/araffin/aae-train-donkeycar. But, unfortunately, we do not do technical support. Please post your question on the RL Discord, Reddit or Stack Overflow in that case.