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Ball, Philip
6 publications
NeurIPS
2023
Synthetic Experience Replay
Cong Lu
,
Philip Ball
,
Yee Whye Teh
,
Jack Parker-Holder
NeurIPS
2022
Learning General World Models in a Handful of Reward-Free Deployments
Yingchen Xu
,
Jack Parker-Holder
,
Aldo Pacchiano
,
Philip Ball
,
Oleh Rybkin
,
S Roberts
,
Tim Rocktäschel
,
Edward Grefenstette
ICLR
2022
Revisiting Design Choices in Offline Model Based Reinforcement Learning
Cong Lu
,
Philip Ball
,
Jack Parker-Holder
,
Michael Osborne
,
Stephen J. Roberts
ICLRW
2021
Augmented World Models Facilitate Zero-Shot Dynamics Generalization from a Single Offline Environment
Philip Ball
,
Cong Lu
,
Jack Parker-Holder
,
S Roberts
UAI
2021
Towards Tractable Optimism in Model-Based Reinforcement Learning
Aldo Pacchiano
,
Philip Ball
,
Jack Parker-Holder
,
Krzysztof Choromanski
,
Stephen Roberts
ICML
2020
Ready Policy One: World Building Through Active Learning
Philip Ball
,
Jack Parker-Holder
,
Aldo Pacchiano
,
Krzysztof Choromanski
,
Stephen Roberts