Tutorial Agenda (Tentative)

Time Content Readings Material
15 mins Introduction to SpeedyIBL & SpeedyIBL installation Reading Note
Slides
20 mins Demo of IBL model for repeated Binary Choice task Reading Code
20 mins Hands-on exercise: Iowa Gambling Task (IGT) Exercise
Demo
Code
10 mins Sequential decision-making tasks in Gridworld environment Demo
30 mins Demo of IBL model for goal-seeking task in Gridworld environment (Scenario 1): there is only one target and consuming the target terminates the game. Demo Code 1
Code 2
Code 3
10-min Break
25 mins Hands-on exercise: Goal-seeking task in Gridworld environment (Scenario 2): there are two targets, one with a high value and the other with a low value. The goal is to find the higher value target. Exercise
Demo
Code 1
Code 2
Code 3
25 mins Hands-on exercise: Goal-seeking task in Gridworld environment (Scenario 3): there are two targets, and the goal is to collect all the targets. Demo Code 1
Code 2
Code 3
30 mins Hands-on Exercise: SpeedyIBL for Atari game environments developed by Open Gym AI task (Atari games): Ms. Pacman Gym Atari
Exercise
Atari ROMS
Code