A reinforcement learning example (Sutton and Barto 1998)

This MATLAB script demonstrates an example of reinforcement learning functions guiding the movements of an agent (a black square) in a gridworld environment. See at the top of the matlab script and the book for more details.

Model Type: Connectionist Network

Model Concept(s): Reinforcement Learning

Simulation Environment: MATLAB (web link to model)

Implementer(s): Hasselmo, Michael E [hasselmo at bu.edu]

References:

Barto AG, Sutton RS. (2002). Reinforcement learning: An introduction (2nd ed)

Barto AG, Sutton RS. (1998). Reinforcement learning: an introduction