6 citations · 13 across the 13 of their papers we have counts for
3 papers · 1 filter
Learning to Trust: Bayesian Adaptation to Varying Suggester Reliability in Sequential Decision Making
Dylan M. Asmar, Mykel J. Kochenderfer
Autonomous agents operating in sequential decision-making tasks under uncertainty can benefit from external action suggestions, which provide valuable guidance but inherently vary…
More than Marketing? On the Information Value of AI Benchmarks for Practitioners
Amelia Hardy, Anka Reuel, Kiana Jafari Meimandi +6
Public AI benchmark results are widely broadcast by model developers as indicators of model quality within a growing and competitive market. However, these advertised scores do not…
Collaborative Decision Making Using Action Suggestions
Dylan M. Asmar, Mykel J. Kochenderfer
The level of autonomy is increasing in systems spanning multiple domains, but these systems still experience failures. One way to mitigate the risk of failures is to integrate huma…