More from the Same Authors

• 2021 : Meta Learning MDPs with linear transition models »
  Robert Müller · Aldo Pacchiano · Jack Parker-Holder
• 2021 : Revisiting Design Choices in Offline Model Based Reinforcement Learning »
  Cong Lu · Philip Ball · Jack Parker-Holder · Michael A Osborne · Stephen Roberts
• 2022 : Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations »
  Cong Lu · Philip Ball · Tim G. J Rudner · Jack Parker-Holder · Michael A Osborne · Yee-Whye Teh
• 2023 : The phases of large learning rate gradient descent through effective parameters »
  Lawrence Wang · Stephen Roberts
• 2022 Poster: Evolving Curricula with Regret-Based Environment Design »
  Jack Parker-Holder · Minqi Jiang · Michael Dennis · Mikayel Samvelyan · Jakob Foerster · Edward Grefenstette · Tim Rocktäschel
• 2022 Spotlight: Evolving Curricula with Regret-Based Environment Design »
  Jack Parker-Holder · Minqi Jiang · Michael Dennis · Mikayel Samvelyan · Jakob Foerster · Edward Grefenstette · Tim Rocktäschel
• 2022 Poster: Stabilizing Off-Policy Deep Reinforcement Learning from Pixels »
  Edoardo Cetin · Philip Ball · Stephen Roberts · Oya Celiktutan
• 2022 Spotlight: Stabilizing Off-Policy Deep Reinforcement Learning from Pixels »
  Edoardo Cetin · Philip Ball · Stephen Roberts · Oya Celiktutan
• 2021 : Invited Speakers' Panel »
  Neeraja J Yadwadkar · Shalmali Joshi · Roberto Bondesan · Engineer Bainomugisha · Stephen Roberts
• 2021 : Deployment and monitoring on constrained hardware and devices »
  Cecilia Mascolo · Maria Nyamukuru · Ivan Kiskin · Partha Maji · Yunpeng Li · Stephen Roberts
• 2021 Workshop: Challenges in Deploying and monitoring Machine Learning Systems »
  Alessandra Tosi · Nathan Korda · Michael A Osborne · Stephen Roberts · Andrei Paleyes · Fariba Yousefi
• 2021 : Opening remarks »
  Alessandra Tosi · Nathan Korda · Fariba Yousefi · Andrei Paleyes · Stephen Roberts
• 2021 Poster: Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces »
  Xingchen Wan · Vu Nguyen · Huong Ha · Binxin Ru · Cong Lu · Michael A Osborne
• 2021 Poster: Optimal Transport Kernels for Sequential and Parallel Neural Architecture Search »
  Vu Nguyen · Tam Le · Makoto Yamada · Michael A Osborne
• 2021 Poster: Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment »
  Philip Ball · Cong Lu · Jack Parker-Holder · Stephen Roberts
• 2021 Spotlight: Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces »
  Xingchen Wan · Vu Nguyen · Huong Ha · Binxin Ru · Cong Lu · Michael A Osborne
• 2021 Spotlight: Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment »
  Philip Ball · Cong Lu · Jack Parker-Holder · Stephen Roberts
• 2021 Spotlight: Optimal Transport Kernels for Sequential and Parallel Neural Architecture Search »
  Vu Nguyen · Tam Le · Makoto Yamada · Michael A Osborne
• 2020 : Panel Discussion »
  Neil Lawrence · Mihaela van der Schaar · Alex Smola · Valerio Perrone · Jack Parker-Holder · Zhengying Liu
• 2020 : 1.9 Bayesian optimization for Iterative Learning »
  Vu Nguyen
• 2020 : Spotlight talk 2 - Ridge Riding: Finding diverse solutions by following eigenvectors of the Hessian »
  Jack Parker-Holder
• 2020 Poster: Stochastic Flows and Geometric Optimization on the Orthogonal Group »
  Krzysztof Choromanski · David Cheikhi · Jared Quincy Davis · Valerii Likhosherstov · Achille Nazaret · Achraf Bahamou · Xingyou Song · Mrugank Akarte · Jack Parker-Holder · Jacob Bergquist · Yuan Gao · Aldo Pacchiano · Tamas Sarlos · Adrian Weller · Vikas Sindhwani
• 2020 Poster: Learning to Score Behaviors for Guided Policy Optimization »
  Aldo Pacchiano · Jack Parker-Holder · Yunhao Tang · Krzysztof Choromanski · Anna Choromanska · Michael Jordan
• 2020 Poster: Knowing The What But Not The Where in Bayesian Optimization »
  Vu Nguyen · Michael A Osborne
• 2020 Poster: Ready Policy One: World Building Through Active Learning »
  Philip Ball · Jack Parker-Holder · Aldo Pacchiano · Krzysztof Choromanski · Stephen Roberts
• 2020 Poster: Bayesian Optimisation over Multiple Continuous and Categorical Inputs »
  Binxin Ru · Ahsan Alvi · Vu Nguyen · Michael A Osborne · Stephen Roberts
• 2019 : Poster discussion »
  Roman Novak · Maxime Gabella · Frederic Dreyer · Siavash Golkar · Anh Tong · Irina Higgins · Mirco Milletari · Joe Antognini · Sebastian Goldt · Adín Ramírez Rivera · Roberto Bondesan · Ryo Karakida · Remi Tachet des Combes · Michael Mahoney · Nicholas Walker · Stanislav Fort · Samuel Smith · Rohan Ghosh · Aristide Baratin · Diego Granziol · Stephen Roberts · Dmitry Vetrov · Andrew Wilson · César Laurent · Valentin Thomas · Simon Lacoste-Julien · Dar Gilboa · Daniel Soudry · Anupam Gupta · Anirudh Goyal · Yoshua Bengio · Erich Elsen · Soham De · Stanislaw Jastrzebski · Charles H Martin · Samira Shabanian · Aaron Courville · Shorato Akaho · Lenka Zdeborova · Ethan Dyer · Maurice Weiler · Pim de Haan · Taco Cohen · Max Welling · Ping Luo · zhanglin peng · Nasim Rahaman · Loic Matthey · Danilo J. Rezende · Jaesik Choi · Kyle Cranmer · Lechao Xiao · Jaehoon Lee · Yasaman Bahri · Jeffrey Pennington · Greg Yang · Jiri Hron · Jascha Sohl-Dickstein · Guy Gur-Ari
• 2019 Poster: Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation »
  Ahsan Alvi · Binxin Ru · Jan-Peter Calliess · Stephen Roberts · Michael A Osborne
• 2019 Oral: Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation »
  Ahsan Alvi · Binxin Ru · Jan-Peter Calliess · Stephen Roberts · Michael A Osborne
• 2018 Poster: Optimization, fast and slow: optimally switching between local and Bayesian optimization »
  Mark McLeod · Stephen Roberts · Michael A Osborne
• 2018 Oral: Optimization, fast and slow: optimally switching between local and Bayesian optimization »
  Mark McLeod · Stephen Roberts · Michael A Osborne