Daniel J. Lizotte
5 papers · 2007–2020 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (13)
π
Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(10)
π
Trend Setter
Conferences
JMLR (2)
NIPS (2)
MLHC (1)
Top co-authors
Keywords
function approximation
(2)
multi-objective optimization
(2)
reinforcement learning
(2)
sequential decision making
(1)
convergence analysis
(1)
markov chain monte carlo
(1)
markov decision process
(1)
posterior distribution
(1)
value function
(1)
dynamic programming
(1)
value iteration
(1)
linear function approximation
(1)
least squares regression
(1)
stationary distribution
(1)
fitted value iteration
(1)
ecols algorithm
(1)
linear approximation
(1)
linear value function
(1)
clinical decision support
(1)
fitted q iteration
(1)
Papers
Comparisons Between Hamiltonian Monte Carlo and Maximum A Posteriori For A Bayesian Model For Apixaban Induction Dose & Dose Personalization
MLHC 2020
Multi-Objective Markov Decision Processes for Data-Driven Decision Support
JMLR 2016
Linear Fitted-Q Iteration with Multiple Reward Functions
JMLR 2012
Convergent Fitted Value Iteration with Linear Function Approximation
NIPS 2011
Stable Dual Dynamic Programming
NIPS 2007