FrozenLake v0

Overview

Details

• Name: FrozenLake-v0
• Category: Guessing
• Leaderboard Page
• Old links:
  • Environment Page

Description

The goal of the game is to guess within 1% of the randomly chosen number within 200 time steps

After each step the agent is provided with one of four possible observations which indicate where the guess is in relation to the randomly chosen number

Source

Came from this Colab and blog Blog

Environment

Actions

0 - No guess yet submitted (only after reset) 1 - Guess is lower than the target 2 - Guess is equal to the target 3 - Guess is higher than the target

Reward

0 if the agent's guess is outside of 1% of the target 1 if the agent's guess is inside 1% of the target

Episode Termination

The episode terminates after the agent guesses within 1% of the target or 200 steps have been taken

Solved Requirements

Find the number within 200 timesteps