Looking for a Machine Learning collectibles walkthrough in Astro Bot? This page will show you where to find all the collectibles in Machine Learning, a level found in Feather Cluster. As part of our Astro Bot guide, our Machine Learning collectibles walkthrough will show you where to find all Bots and Puzzle Pieces in the stage.

Where Are All Machine Learning Collectibles in Astro Bot?

Below, we have a walkthrough of Machine Learning, showing you where to find all the collectibles throughout this Astro Bot level, roughly in the order you should find them.

Puzzle Piece #1

Astro Bot: Machine Learning Walkthrough - All Collectibles: Bots, Puzzle Pieces 3
Image: Push Square
  • As you fly into the level, this Puzzle Piece is above a Tallneck that walks across the screen.
  • Use the triggers to go faster and get the Puzzle Piece.

Bot #1: Erend

  • After opening the log door, in the next area straight ahead you can see a girder with a target on it.
  • Shoot the target and walk across to the trampolines.
  • Bounce up, destroy the enemies, and rescue this Bot.

Bot #2: Watcher

Astro Bot: Machine Learning Walkthrough - All Collectibles: Bots, Puzzle Pieces 7
Image: Push Square
  • In the area with the pond and frog enemies, to the right is a pile of old tech.
  • This Bot is hovering above on a balloon — shoot it to get the Bot.

Puzzle Piece #2

  • You'll reach an area with some pink electrical tripwires.
  • Defeat the enemies and go over the left tripwire to find a garden.
  • In the distance is a box you can shoot — do so to score this Puzzle Piece.

Bot #3: Rost

Astro Bot: Machine Learning Walkthrough - All Collectibles: Bots, Puzzle Pieces 11
Image: Push Square
  • After the brief underwater section, turn around and you'll see this Bot hanging onto a crystal.
  • Shoot the crystal to save the Bot.

Puzzle Piece #3

  • When you go back outside, go to the left to see some rocks covering a cave entrance.
  • Through the right-hand crack in the rocks, shoot the green barrel to blow it open and collect this Puzzle Piece.

Bot #4: Grazer

Astro Bot: Machine Learning Walkthrough - All Collectibles: Bots, Puzzle Pieces 14
Image: Push Square
  • In the area with the Tallneck, go to the far end and you'll see this Bot inside a tripwire trap.

Bot #5: Sylens

Astro Bot: Machine Learning Walkthrough - All Collectibles: Bots, Puzzle Pieces 15
Image: Push Square
  • After bouncing off the satellite dish, you come to an inside area with ropes ahead of you.
  • Grab the first rope and slide down — this Bot is on a platform behind you.

Did you find this Machine Learning walkthrough in Astro Bot helpful? Let us know in the comments section below, and check out our Astro Bot guide for lots more.