Josiah Hanna
7 papers · 2019–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
Venues
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Research topics
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
Conditional Mutual Information for Disentangled Representations in Reinforcement Learning
NeurIPS 2023
Multi-task Representation Learning for Pure Exploration in Bilinear Bandits
NeurIPS 2023
State-Action Similarity-Based Representations for Off-Policy Evaluation
NeurIPS 2023
Robust On-Policy Sampling for Data-Efficient Policy Evaluation in Reinforcement Learning
NeurIPS 2022
An Imitation from Observation Approach to Transfer Learning with Dynamics Mismatch
NeurIPS 2020
Reducing Sampling Error in Batch Temporal Difference Learning
ICML 2020
Importance Sampling Policy Evaluation with an Estimated Behavior Policy
ICML 2019