As shown in Kumar et al. 2021 (Tables 3, 4), this COMs-inspired approach finds better designs than various prior state-of-the-art online MBO methods that access the simulator via time-consuming simulation. While, in principle, one can always design an online method that should perform better than any offline MBO method (for example, by wrapping
Dan Hendrycks Sep 29, 2021. Along with researchers from Google Brain and OpenAI, we are releasing a paper on Unsolved Problems in ML Safety . Due to emerging safety challenges in ML, such as those introduced by recent large-scale models, we provide a new roadmap for ML Safety and refine the technical problems that the field needs to address.
Network Generalization. 22 Oct 2021 » Making RL Tractable by Learning More Informative Reward Functions: Example-Based Control, Meta-Learning, and Normalized Maximum Likelihood. 14 Oct 2021 » Updates and Lessons from AI Forecasting. 06 Oct 2021 » PICO: Pragmatic Compression for Human-in-the-Loop Decision-Making.
BAIR Research Experience for Undergraduates (REU) The BAIR REU program has begun accepting applications! Apply via the NSF ETAP portal under SUPERB; if you are eligible according to the eligibility criteria below, you will automatically be considered for the BAIR REU.. The deadline for applications is January 31st, 2022, at 5 PM PST, though we may make rolling ...
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