Types of Environments — AI Technical Interview Questions & Answers

Types of Environments

Types of Environments

  • Environment types: fully/partially observable, deterministic/stochastic, episodic/sequential, static/dynamic, discrete/continuous, single/multi-agent. Crossword the labels for chess vs self-driving vs image classification (episodic).
  • This table shows up every semester. Draw it once and reuse.
  • Types of Environments — output: two contrast lines. Tick all six axes in the viva.

Technical Interview Tip: Tick all six for chess.

Code Examples for Types of Environments

Example

# Environment types
print("chess : fully observable, deterministic, discrete, multi-agent")
print("taxi  : partial, stochastic, continuous, multi-agent")

Types of Environments — output: two contrast lines. Tick all six axes in the viva.

How to Explain Types of Environments to an Interviewer

What types of Environments should you not mix up?

Six axes. Chess vs taxi vs photo class.

Which type ships in products today?

Narrow / limited memory

What mistake do freshers make when naming types?

Calling ChatGPT AGI