Machine Learning contains 10 Collectible Locations in Astro Bot. This walkthrough will guide you to all the collectibles in Machine Learning level in chronological order. Everything that’s needed for trophies and 100% completion is included. Nothing is missable, everything can be replayed after the story.
- Bots: 5
- Puzzle Pieces: 3
- Lost Galaxies (Secret Level Exits): 0
Collectibles Overview:
Collectibles
Puzzle #1: As soon as the flying section starts, instantly hold 
and 
so you have enough speed to catch up to the Tallneck carrying the Puzzle Piece.
Bot #1 (Erend): After shooting down the log bridge, look slightly to your right and you’ll see a platform in the distance with the bot on it. Shoot the metal beam to rotate it and jump across to the platform.
Bot #2 (Security Scouter): In the next section with 3 rocket frogs, you’ll see the bot dangling from a balloon in the broken down building.
What A Trip! Trophy & Puzzle #2 – Once you reach the second set of Tripcasters, there will be 7 enemies here that you’ll want to bait into the wire. This has to be done in a single life as if you die, it won’t count towards the progress. You’ll also destroy the Tripcaster if you hover over it, so be careful when moving around them. After killing all 7 enemies in the area with the Tripcaster, you’ll get the trophy. Afterwards, take the pathway to the left and you’ll see an island way in the distance. Shoot the box in the center of the island and the puzzle piece will come to you.
Bot #3 (Rost): After you exit the water section, turn around and you’ll see the bot hanging from the rocks. Shoot it down and then you can collect it in the water.
Puzzle #3: Once you reach the area with the Tallneck, turn to your left and you’ll see a wall with gaps in it. Shoot the green canister behind the wall to explode it, revealing the puzzle piece.
Bot #4 (Grazer): Directly after the previous collectible, turn around and you’ll see a bot surrounded by tripcasters.
Bot #5 (Sylens): After the Tallneck section and after you slide down the blue rope, turn around and you’ll see the bot surrounded by enemies.
Remaining Bots and Puzzle Pieces
In the top left corner of the Nebula, crash into the asteroid and keep flying in circles through the stars until another asteroid appears in the middle of it, then crash into it. The level “Lost Cross Void” will appear. Enter it, finish the small level and 4 hidden levels in this Nebula will appear on the map rewarding you with the following bots for completion.
- To The Beat! – Gear Stalker
- Slowdown Showdown – Rhythmic Hacker
- Shocking Behavior – Buzz
- Birdy Barrage – Kazuya
Djinny’s Revenge Bot (Dreamwalker) – There will be a big asteroid in the top right of the Nebula. Crash into it to reveal the level. Completing it rewards you with the bot.
Retro Rampage 5 Bot (Unlucky Salaryman) – There will be a UFO carrying an asteroid that spawns at the top of the Nebula. Crash into it to reveal the level. Completing it rewards you with the bot.
Puzzle Piece – A UFO will spawn on the left side of the Nebula carrying a Puzzle Piece.
Crumble Rumble 5 Bot (Pro Skater – Tony Hawk) – A fast moving asteroid will spawn directly above the boss level in the Nebula. Crash into it to reveal the level. Completing it rewards you with the bot.
That’s 100% of the collectibles you can find in Machine Learning level in Astro Bot.
For more Collectible Guides, check out the complete Astro Bot Walkthrough.
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