David Brandfonbrener
14 papers
· 2020–2025
· 4 conferences
· across top CS/AI conferences
Achievements
π
Academic Marathon
(5)
π§
Keyword Pioneer
π
Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(15)
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
π
Conference Polyglot
(4)
π
Century Club
(14)
β‘
Prolific Year
(5)
β
The Questioner
π₯
Unstoppable
(6)
Conferences
ICML (5)
ICLR (4)
NIPS (4)
AISTATS (1)
Top co-authors
Keywords
behavior policy
(2)
offline reinforcement learning
(2)
reinforcement learning
(2)
regret bound
(2)
domain adaptation
(1)
function approximation
(1)
language modeling
(1)
multitask learning
(1)
behavior cloning
(1)
dynamic programming
(1)
inverse dynamics
(1)
policy improvement
(1)
action-value function
(1)
offline learning
(1)
trajectory distribution
(1)
contextual bandit
(1)
empirical baye
(1)
data selection
(1)
value-based learning
(1)
frequentist regret
(1)
Papers
Offline RL Without Off-Policy Evaluation
NIPS 2021