Carles Gelada
4 papers · 2019–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (14)
πΊοΈ
Taxonomy Completionist
(10)
π
Conference Pioneer
π
Trend Setter
Conferences
ICLR (2)
AAAI (1)
ICML (1)
Top co-authors
Keywords
deep reinforcement learning
(1)
representation learning
(1)
policy optimization
(1)
covariate shift
(1)
discount factor
(1)
value function
(1)
state representation
(1)
model-based reinforcement learning
(1)
reward prediction
(1)
off-policy learning
(1)
latent space
(1)
deep rl
(1)
auxiliary task
(1)
contraction mapping
(1)
latent space model
(1)
Papers
The Importance of Pessimism in Fixed-Dataset Policy Optimization
ICLR 2021
Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples
ICLR 2020
Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift
AAAI 2019
DeepMDP: Learning Continuous Latent Space Models for Representation Learning
ICML 2019