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Grid World Navigation Task

The dataset used in the paper is a grid world navigation task with four actions: up, down, left, or right. Transitions are stochastic and with a 5% probability the agent moves sideways. Rewards are set to 1 for entering the goal cell (terminal state) in the top right corner, and otherwise a zero reward is given.

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Cite this as

Lucas Lehnert, Stefanie Tellex, Michael L. Littman (2024). Dataset: Grid World Navigation Task. https://doi.org/10.57702/nugf8iwc

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It is available for use in manuscripts, and will be published when the Dataset is made public.

Additional Info

Field	Value
Created	December 16, 2024
Last update	December 16, 2024
Defined In	https://doi.org/10.48550/arXiv.1708.00102
Author	Lucas Lehnert
More Authors	Stefanie Tellex Michael L. Littman
Homepage	https://arxiv.org/abs/1606.05312