Games like Astronaut Assault
Games like Astronaut Assault include Space Engineers, ARK: Survival Ascended, Oxygen Not Included, Dune: Awakening, and The Riftbreaker. We matched them by the tags players give Astronaut Assault on Steam (Tower Defense, Survival, Sandbox, PvE, and Building): closest matches first, and among equally close ones the better-known games.

Space Engineers
Shared: Sandbox · Survival · Building

ARK: Survival Ascended
Shared: Survival · Building · Sandbox

Oxygen Not Included
Shared: Survival · Building · Base Building

Dune: Awakening
Shared: Survival · Sandbox · PvE

The Riftbreaker
Shared: Tower Defense · Survival · Base Building

Terraria
Shared: Survival · Sandbox · Building

ASTRONEER
Shared: Survival · Space · Sandbox

V Rising
Shared: Survival · PvE · Base Building

Valheim
Shared: Survival · Building · Base Building

7 Days to Die
Shared: Survival · Base Building · Building

Scrap Mechanic
Shared: Survival · Sandbox · Building

Avorion
Shared: Sandbox · Building · Space

ICARUS
Shared: Survival · Base Building · Building

The Planet Crafter
Shared: Survival · Building · Base Building

No Man's Sky
Shared: Survival · Space · Sandbox

Starbound
Shared: Survival · Sandbox · Space

Enshrouded
Shared: Survival · Base Building · Building

Once Human
Shared: Survival · Building · Exploration

RimWorld
Shared: Survival · Sandbox · Base Building

Rust
Shared: Survival · Building · Sandbox

Empyrion - Galactic Survival
Shared: Survival · Space · Building

Space Haven
Shared: Survival · Space · Sandbox

HELLDIVERS™ 2
Shared: PvE · Third-Person Shooter · Space

Dyson Sphere Program
Shared: Space · Building · Base Building