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Banino et. al. Grid Cells explore_goal_locations and explore_obstructed_goals #243

Closed jjwang01 closed 1 year ago

jjwang01 commented 1 year ago

Hi there, I'm trying to reproduce some experiments from the "Vector-based navigation using grid-like representations in artificial agents" paper by Banino et. al. In the appendix, they claim that two tasks they used to train their agent, explore_goal_locations and explore_obstructed_goals, were included as part of a release in DeepMind Lab. I'm having trouble finding these tasks, would you be able to point me to where they are located? Thanks!

charlesbeattie commented 1 year ago

See the code and documentation here: https://github.com/deepmind/lab/tree/master/game_scripts/levels/contributed/dmlab30 Where you will find small and large versions oth those levels. i.e.

levelName="contributed/dmlab30/explore_goal_locations_small"
levelName="contributed/dmlab30/explore_goal_locations_large"
levelName="contributed/dmlab30/explore_obstructed_goals_small"
levelName="contributed/dmlab30/explore_obstructed_goals_large"