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 • 16 Mar 2023 • Alan Chan, Maxime Riché, Jesse Clifton
Since desired behaviour in an interaction depends upon precise game-theoretic structure, we focus on generating scenarios with particular structures with both crowdworkers and a language model.
no code implementations • 27 Nov 2021 • Julian Stastny, Maxime Riché, Alexander Lyzhov, Johannes Treutlein, Allan Dafoe, Jesse Clifton
However, the mixed-motive environments typically studied have a single cooperative outcome on which all agents can agree.
no code implementations • 13 Jul 2019 • Jesse Clifton, Lili Wu, Eric Laber
We introduce Parameterized Exploration (PE), a simple family of methods for model-based tuning of the exploration schedule in sequential decision problems.