Stephen Giguere
5 papers · 2013–2022 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π±
Topic Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
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)
machine learning
(1)
mirror descent
(1)
offline learning
(1)
safe reinforcement learning
(1)
contextual bandit
(1)
Papers
Fairness Guarantees under Demographic Shift
ICLR 2022
Distributional Depth-Based Estimation of Object Articulation Models
CoRL 2021
SOPE: Spectrum of Off-Policy Estimators
NeurIPS 2021
Offline Contextual Bandits with High Probability Fairness Guarantees
NeurIPS 2019
Projected Natural Actor-Critic
NeurIPS 2013