Jonathan Schwarz
8 papers · 2018–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10)
π
Cross-Pollinator
(11)
π₯
Unstoppable
(5)
Conferences
ICLR (4)
NIPS (2)
ICML (1)
JMLR (1)
Top co-authors
Keywords
catastrophic forgetting
(2)
continual learning
(2)
probabilistic modeling
(1)
transfer learning
(1)
knowledge distillation
(1)
knowledge base
(1)
hierarchical reinforcement learning
(1)
gradient descent
(1)
model pruning
(1)
off-policy learning
(1)
behavioral cloning
(1)
sparse training
(1)
experience replay
(1)
trajectory model
(1)
task sequential learning
(1)
multi-task reinforcement learning
(1)
weight parameterization
(1)
behavior prior
(1)
model compression
(1)
weight parameterisation
(1)
Papers
Behavior Priors for Efficient Reinforcement Learning
JMLR 2022
Powerpropagation: A sparsity inducing weight reparameterisation
NIPS 2021
Functional Regularisation for Continual Learning with Gaussian Processes
ICLR 2020
Multiplicative Interactions and Where to Find Them
ICLR 2020
Experience Replay for Continual Learning
NIPS 2019
Information asymmetry in KL-regularized RL
ICLR 2019
Attentive Neural Processes
ICLR 2019
Progress & Compress: A scalable framework for continual learning
ICML 2018