Welcome to the RL workshop - ICCM/MathPsych 2024!

GitHub - shahar-lab/Workshop-Reinforcement-Learning-Modeling-For-Human-Choice-Behavior: https://mathpsych.org/session/372

survey_answers.pdf

Workshop schedule:

10:00-10:10 Introduction to RL
10:10-10:40 Lesson 1: Two-armed bandit task
10:40-10:55 Hands on
10:55-11:05 Break
11:05-11:35 Lesson 2: Sequence learning in a Tree task
11:35-11:50 Hands on
11:50-12:00 Break
12:00-12:30 Lesson 3: Model-based learning in a two-step task
12:30-12:45 Hands on
12:45-12:55 Break
12:55-13:30 Demo of Multilevel RL modeling in Stan and closure

Docs:

Introduction to RL

Lesson 1: Two-armed bandit task

Lesson 2: Sequence learning in a Tree task

Lesson 3: Model-based learning in a two-step task

Supplementary: Multilevel RL modeling in Stan

Presentations :

Introduction.pdf

Lesson 1_ Two-armed Bandit Task.pdf

Lesson 2_ Sequence Learning.pdf

Lesson 3_ Model-based learning in a two-step task.pdf

Hands on spreadsheets:

Lesson 1_ Simulate data - Demo.xlsx