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Craig Boutilier — most-cited papers & profile · Reinforcement Learning
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Craig Boutilier
22
papers ·
224
citations ·
0
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Most-cited papers
Reinforcement Learning for Slate-based Recommender Systems: A Tractable Decomposition and Practical Methodology
2019 · 23 citations
DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models
2023 · 17 citations
CAQL: Continuous Action Q-Learning
2019 · 14 citations
Safe Exploration for Identifying Linear Systems via Robust Optimization
2017 · 3 citations
Data Efficient Training for Reinforcement Learning with Adaptive Behavior Policy Sharing
2020 · 1 citations
Offline Reinforcement Learning for Mixture-of-Expert Dialogue Management
2023 · 1 citations
Preference Adaptive and Sequential Text-to-Image Generation
2024
Reinforcement Learning with History-Dependent Dynamic Contexts
2023
DynaMITE-RL: A Dynamic Model for Improved Temporal Meta-Reinforcement Learning
2024
Top co-authors
Yinlam Chow
· 4
Guy Tennenholtz
· 3
Heng-Tze Cheng
· 2
Mohammad Ghavamzadeh
· 2
Moonkyung Ryu
· 2
Rui Wu
· 2
Ang Li
· 1
Anthony Liang
· 1
Aza Tulepbergenov
· 1
Binz Roy
· 1
Chih-Wei Hsu
· 1
ChihWei Hsu
· 1
Topics
Model-Based RL
Value-Based
Exploration
Policy Gradient
RLHF & Alignment
Meta-RL
Safe RL
Game AI
Offline RL