aiueola
CS Ph.D. student at Cornell / interested in (offline) reinforcement learning and off-policy evaluation / scope-rl, awesome-offline-rl
Tokyo, Japan
Pinned Repositories
awesome-offline-rl
An index of algorithms for offline reinforcement learning (offline-rl)
d3rlpy
An offline deep reinforcement learning library
kdd2023-aips
(KDD2023) "Off-Policy Evaluation of Ranking Policies under Diverse User Behavior"
neurips2023-future-dependent-ope
(NeurIPS2023) "Future-Dependent Value-Based Off-Policy Evaluation in POMDPs"
pyIEOE
webconf2024-slate-ope-via-abstraction
(WebConf2024) "Off-Policy Evaluation of Slate Bandit Policies via Optimizing Abstraction"
wsdm2022-cascade-dr
(WSDM2022 Best Paper Award Runner-Up) "Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model"
scope-rl
SCOPE-RL: A python library for offline reinforcement learning, off-policy evaluation, and selection
awesome-offline-rl
An index of algorithms for offline reinforcement learning (offline-rl)
zr-obp
Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation
aiueola's Repositories
aiueola/wsdm2022-cascade-dr
(WSDM2022 Best Paper Award Runner-Up) "Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model"
aiueola/kdd2023-aips
(KDD2023) "Off-Policy Evaluation of Ranking Policies under Diverse User Behavior"
aiueola/neurips2023-future-dependent-ope
(NeurIPS2023) "Future-Dependent Value-Based Off-Policy Evaluation in POMDPs"
aiueola/webconf2024-slate-ope-via-abstraction
(WebConf2024) "Off-Policy Evaluation of Slate Bandit Policies via Optimizing Abstraction"
aiueola/awesome-offline-rl
An index of algorithms for offline reinforcement learning (offline-rl)
aiueola/d3rlpy
An offline deep reinforcement learning library
aiueola/pyIEOE
aiueola/scikit-learn
scikit-learn: machine learning in Python
aiueola/zr-obp
Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation