# meta learning surrogate models for sequential decision making

Program » (44) Meta-learning surrogate models for sequential decision making Jonathan Schwarz, Alexandre Galashov, Yee Whye Teh, Marta Garnelo, David Saxton, ... Spirl.info

Meta-learning surrogate models for sequential decision making » Meta-learning methods leverage past experience to learn data-driven inductive biases… 3 SEQUENTIAL DECISION MAKING WITH NP SURROGATE MODELS. Spirl.info

Federated Meta-Learning for Recommendation - Semantic Scholar » In this work, we present a federated meta-learning framework for recommendation in which… Meta-Learning surrogate models for sequential decision making. Semanticscholar.org

Marta Garnelo - Google Scholar Citations » Deep Reinforcement Learning Workshop at the 30th Conference on Neural …, 2016… Meta-Learning surrogate models for sequential decision making. Scholar.google.com

Meta-Learning surrogate models for sequential decision making » Mar 28, 2019…… while capturing predictive uncertainty during the decision making process. Crucially, this probabilistic model is chosen to be a Meta-Learning ... Arxiv.org

Hyunjik Kim's research works » Hyunjik Kim's 5 research works with 2 citations and 82 reads, including: Meta- Learning surrogate models for sequential decision making. Researchgate.net

Bayesian Optimisation - Papers With Code » Efficient approximation lies at the heart of large-scale machine learning problems . BAYESIAN… Meta-Learning surrogate models for sequential decision making. Paperswithcode.com

Meta-Learning surrogate models for sequential decision making » We introduce a unified probabilistic framework for solving sequential decision making problems ranging from Bayesian optimisation to contextual bandits and ... Semanticscholar.org

Meta-Learning surrogate models for sequential decision making » Mar 28, 2019… Meta-learning methods leverage past experience to learn data-driven inductive biases from related problems, increasing learning efficiency on ... Paperswithcode.com

[PDF] Deep Online Learning via Meta-Learning: Continual… » Deep neural network models allow us to represent very complex functions, but lack this… Meta-Learning surrogate models for sequential decision making. Semanticscholar.org