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Pawe{\l} Budzianowski — most-cited papers & profile · Reinforcement Learning
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overview
Pawe{\l} Budzianowski
8
papers ·
103
citations
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Most-cited papers
Feudal Reinforcement Learning for Dialogue Management in Large Domains
2018 · 50 citations
A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management
2017 · 32 citations
Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning
2017 · 12 citations
Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation
2017 · 8 citations
Sample Efficient Deep Reinforcement Learning for Dialogue Systems with Large Action Spaces
2018
Top co-authors
Milica Ga\v{s}i\'c
· 4
I\~nigo Casanueva
· 3
Lina Rojas-Barahona
· 3
Nikola Mrk\v{s}i\'c
· 2
Pei-Hao Su
· 2
Pei-Hao Su
· 2
Stefan Ultes
· 2
Tsung-Hsien Wen
· 2
Bo-Hsiang Tseng and Milica Ga\v{s}i\'c
· 1
Christopher Tegho
· 1
Gell\'ert Weisz
· 1
Stefan Ultes
· 1
Topics
Value-Based
Model-Based RL
Policy Gradient
Meta-RL
Exploration
Offline RL