Fabio Viola
5 papers · 2018–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (3)
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(13)
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Trend Setter
Conferences
ICML (3)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
model learning
(2)
value function
(2)
model-based reinforcement learning
(2)
policy gradient
(1)
value iteration
(1)
continuous control
(1)
variance reduction
(1)
partial observability
(1)
generative model
(1)
state-space model
(1)
variational autoencoder
(1)
counterfactual reasoning
(1)
model-free reinforcement learning
(1)
credit assignment
(1)
partial observation
(1)
variational auto-encoder
(1)
spatial memory
(1)
regularized policy
(1)
model-free baseline
(1)
value prediction
(1)
Papers
On the role of planning in model-based deep reinforcement learning
ICLR 2021
Muesli: Combining Improvements in Policy Optimization
ICML 2021
Counterfactual Credit Assignment in Model-Free Reinforcement Learning
ICML 2021
Value-driven Hindsight Modelling
NIPS 2020
Generative Temporal Models with Spatial Memory for Partially Observed Environments
ICML 2018