Stephen Giguere
5 papers · 2013–2022 · 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 Academic Marathon (9)
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Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(17)
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Trend Setter
Conferences
NIPS (3)
CORL (1)
ICLR (1)
Top co-authors
Keywords
reinforcement learning
(1)
off-policy evaluation
(1)
algorithmic fairness
(1)
offline reinforcement learning
(1)
risk management
(1)
sequential decision making
(1)
policy learning
(1)
deep learning
(1)
constrained optimization
(1)
markov decision process
(1)
natural gradient
(1)
natural actor-critic
(1)
importance sampling
(1)
policy search
(1)
natural gradient descent
(1)
mirror descent
(1)
offline learning
(1)
safe reinforcement learning
(1)
contextual bandit
(1)
uncertainty estimation
(1)
Papers
Fairness Guarantees under Demographic Shift
ICLR 2022
SOPE: Spectrum of Off-Policy Estimators
NIPS 2021
Distributional Depth-Based Estimation of Object Articulation Models
CORL 2021
Offline Contextual Bandits with High Probability Fairness Guarantees
NIPS 2019
Projected Natural Actor-Critic
NIPS 2013