1 code implementation • 13 Oct 2023 • Gabriel Mukobi, Hannah Erlebach, Niklas Lauffer, Lewis Hammond, Alan Chan, Jesse Clifton
The growing capabilities and increasingly widespread deployment of AI systems necessitate robust benchmarks for measuring their cooperative capabilities.
no code implementations • 15 Jun 2023 • Niklas Lauffer, Ameesh Shah, Micah Carroll, Michael Dennis, Stuart Russell
We apply this algorithm to analyze the strategically relevant information for tasks in both a standard and a partially observable version of the Overcooked environment.
no code implementations • 10 Feb 2022 • Niklas Lauffer, Mahsa Ghasemi, Abolfazl Hashemi, Yagiz Savas, Ufuk Topcu
The regret of the proposed learning algorithm is independent of the size of the state space and polynomial in the rest of the parameters of the game.
no code implementations • 10 Aug 2020 • Bo Wu, Niklas Lauffer, Mohamadreza Ahmadi, Suda Bharadwaj, Zhe Xu, Ufuk Topcu
The proposed framework relies on assigning a classification belief (a probability distribution) to the attributes of interest.