Combining imitation and deep reinforcement learning to accomplish human-level performance on a virtual foraging task

1 code implementation • 11 Mar 2022 • Vittorio Giammarino, Matthew F Dunne, Kylie N Moore, Michael E Hasselmo, Chantal E Stern, Ioannis Ch. Paschalidis

We show that the combination of IL and RL can match human results and that good performance strongly depends on combining the allocentric information with an egocentric representation of the environment.

Imitation Learning Reinforcement Learning (RL)