Treasure World

doi:doi:10.57702/71divhox

Treasure World

The Treasure World domain is a 3D navigation domain within the DM Lab framework. The domain consists of one large room filled with 64 objects of multiple types. Whenever an object of one kind is collected, it respawns at a random location in the room. Episodes last for 60 in-game seconds, which corresponds to 450 time-steps.

BibTex:

@dataset{Daniel_J_Mankowitz_and_Augustin_Žídek_and_André_Barreto_and_Dan_Horgan_and_Matteo_Hessel_and_John_Quan_and_Junhyuk_Oh_and_Hado_van_Hasselt_and_David_Silver_and_Tom_Schaul_2025,
    abstract = {The Treasure World domain is a 3D navigation domain within the DM Lab framework. The domain consists of one large room filled with 64 objects of multiple types. Whenever an object of one kind is collected, it respawns at a random location in the room. Episodes last for 60 in-game seconds, which corresponds to 450 time-steps.},
    author = {Daniel J. Mankowitz and Augustin Žídek and André Barreto and Dan Horgan and Matteo Hessel and John Quan and Junhyuk Oh and Hado van Hasselt and David Silver and Tom Schaul},
    doi = {10.57702/71divhox},
    institution = {No Organization},
    keyword = {'3D navigation', 'Continual learning', 'DM Lab', 'Reinforcement learning', 'Treasure World'},
    month = {jan},
    publisher = {TIB},
    title = {Treasure World},
    url = {https://service.tib.eu/ldmservice/dataset/treasure-world},
    year = {2025}
}