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POETREE: Interpretable Policy Learning with Adaptive Decision Trees

POETREE: Interpretable Policy Learning with Adaptive Decision Trees

15 March 2022
Alizée Pace
Alex J. Chan
M. Schaar
    OffRL
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Papers citing "POETREE: Interpretable Policy Learning with Adaptive Decision Trees"

4 / 4 papers shown
Title
Delphic Offline Reinforcement Learning under Nonidentifiable Hidden
  Confounding
Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding
Alizée Pace
Hugo Yèche
Bernhard Schölkopf
Gunnar Rätsch
Guy Tennenholtz
OffRL
31
6
0
01 Jun 2023
Treatment-RSPN: Recurrent Sum-Product Networks for Sequential Treatment
  Regimes
Treatment-RSPN: Recurrent Sum-Product Networks for Sequential Treatment Regimes
Adam Dejl
Harsh Deep
Jonathan Fei
A. Saeedi
Li-wei H. Lehman
TPM
24
1
0
14 Nov 2022
Practical Approaches for Fair Learning with Multitype and Multivariate
  Sensitive Attributes
Practical Approaches for Fair Learning with Multitype and Multivariate Sensitive Attributes
Tennison Liu
Alex J. Chan
B. V. Breugel
M. Schaar
FaML
25
2
0
11 Nov 2022
MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees
MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees
Zichuan Liu
Zichuan Liu
Zhi Wang
Yuanyang Zhu
Chunlin Chen
66
5
0
15 Sep 2022
1