Astro Bot Machine Learning Level Guide: Complete Walkthrough of All Bots and Puzzle Piece Locations

In a series of swift updates following the game’s launch, Team Asobi demonstrates a strong commitment to enhancing its latest creation, Astro Bot. Recognized as one of the top PlayStation 5 titles of all time, this game invites players to explore various worlds packed with challenging levels.

The core gameplay revolves around gathering bots and puzzle pieces to advance. Upon reaching the fifth world, known as Feather Cluster, players will encounter a level termed Machine Learning. To facilitate your gameplay, we’ve compiled the locations of all bots and puzzle pieces found in this stage below.

Astro Bot Machine Learning Walkthrough

Puzzle Piece 1

First puzzle piece of Machine Learning (Image via Sony Interactive Entertainment)

At the start of the level, the initial puzzle piece is situated above a Tallneck robot, drawing inspiration from Horizon Zero Dawn. Utilize your Dualsense controller triggers to accelerate and seize the first puzzle piece.

Bot 1

First bot of Machine Learning (Image via Sony Interactive Entertainment)

Upon entering the log door in the next section, you’ll encounter a beam with a target. Shoot it, and use trampolines to leap up and defeat the enemies to rescue your first Astro Bot.

Bot 2

Second bot of Machine Learning (Image via Sony Interactive Entertainment)

As you approach a pond with a few frogs, glance to your right to discover some outdated technology. Locate a balloon above; your second bot is hanging from it. Shoot the balloon to rescue it.

Puzzle Piece 2

Second puzzle piece of Machine Learning (Image via Sony Interactive Entertainment)

Eliminate the foes in the area with pink electric wires. Locate a nearby garden with a box and shoot the box to reveal the second puzzle piece in Astro Bot Machine Learning.

Bot 3

Third bot of Machine Learning (Image via Sony Interactive Entertainment)

While underwater, search around to find a bot hanging from a crystal. Shoot the crystal to collect your third bot.

Puzzle Piece 3

Third puzzle piece of Machine Learning (Image via Sony Interactive Entertainment)

Return inside to discover a cave entrance hidden behind some rocks. Shoot the barrel through the cracks to obtain your final puzzle piece in this stage.