gym_algos

Description

Solutions and write-ups for a selection of the environments that form part of OpenAI's Gym project.

Table of contents

• [gym_algos]
  • Toy text
    • BlackJack-v0
    • FrozenLake-v0 and FrozenLake8x8-v0
    • Taxi-v3
    • Roulette-v0
    • NChain-v0

Toy text environments

Blackjack-v0

Write-up for solution: https://machinelearningjourney.com/index.php/2020/06/24/blackjack-v0/

Figure 1: Blackjack agent demonstration.

FrozenLake-v0 and FrozenLake8x8-v0

Write-up for solution: https://machinelearningjourney.com/index.php/2020/07/02/frozenlake/

Figure 2: FrozenLake agent demonstration.

Taxi-v3

Write-up for solution: https://machinelearningjourney.com/index.php/2020/07/05/taxi-v3/

Figure 3: Taxi-v3 agent demonstration.

Roulette-v0

Write-up for solution: https://machinelearningjourney.com/index.php/2020/07/05/roulette-v0/

Figure 4: Roulette-v0 agent demonstration.

NChain-v0

Write-up for solution: https://machinelearningjourney.com/index.php/2020/07/04/nchain-v0/

Figure 5: NChain-v0 agent demonstration.

NChain-v0

Write-up for solution: https://machinelearningjourney.com/index.php/2020/07/04/nchain-v0/

Figure 5: NChain-v0 agent demonstration.