Josiah Hanna
7 papers · 2019–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (13) π§ Keyword Pioneer π Conference Polyglot (2) π Interdisciplinary Bridge π£ Hot Topic Early Bird
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Taxonomy Completionist
(21)
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Trend Setter
Conferences
NIPS (5)
ICML (2)
Top co-authors
Keywords
temporal difference learning
(2)
mean squared error
(2)
off-policy evaluation
(2)
importance sampling
(2)
representation learning
(2)
reinforcement learning
(2)
batch learning
(1)
value function
(1)
on-policy sampling
(1)
markov decision process
(1)
sample complexity
(1)
transfer learning
(1)
batch reinforcement learning
(1)
experimental design
(1)
value function estimation
(1)
sim-to-real transfer
(1)
action-value function
(1)
conditional mutual information
(1)
policy evaluation
(1)
multi-task learning
(1)
Papers
Multi-task Representation Learning for Pure Exploration in Bilinear Bandits
NIPS 2023
State-Action Similarity-Based Representations for Off-Policy Evaluation
NIPS 2023
Conditional Mutual Information for Disentangled Representations in Reinforcement Learning
NIPS 2023
Robust On-Policy Sampling for Data-Efficient Policy Evaluation in Reinforcement Learning
NIPS 2022
An Imitation from Observation Approach to Transfer Learning with Dynamics Mismatch
NIPS 2020
Reducing Sampling Error in Batch Temporal Difference Learning
ICML 2020
Importance Sampling Policy Evaluation with an Estimated Behavior Policy
ICML 2019