Model-based Reinforcement Learning for Semi-Markov Decision Processes
with Neural ODEs

Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs

29 June 2020

Joseph D. Futoma

Finale Doshi-Velez

Papers citing "Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs"

8 / 8 papers shown

Title
Increasing Information for Model Predictive Control with Semi-Markov Decision Processes Rémy Hosseinkhan Boucher Onofrio Semeraro L. Mathelin 45 0 0 28 Jan 2025
Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules Kazuki Irie Francesco Faccio Jürgen Schmidhuber AI4TS 27 11 0 03 Jun 2022
TO-FLOW: Efficient Continuous Normalizing Flows with Temporal Optimization adjoint with Moving Speed Shian Du Yihong Luo Wei-Neng Chen Jian Xu Delu Zeng 19 6 0 19 Mar 2022
Learning continuous models for continuous physics Aditi S. Krishnapriyan A. Queiruga N. Benjamin Erichson Michael W. Mahoney AI4CE 21 32 0 17 Feb 2022
Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes C. Qu Xiaoyu Tan Siqiao Xue X. Shi James Y. Zhang Hongyuan Mei OffRL 19 17 0 29 Jan 2022
STEER: Simple Temporal Regularization For Neural ODEs Arna Ghosh Harkirat Singh Behl Emilien Dupont Philip H. S. Torr Vinay P. Namboodiri BDL AI4TS 19 74 0 18 Jun 2020
Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions Omer Gottesman Joseph D. Futoma Yao Liu Soanli Parbhoo L. A. Celi Emma Brunskill Finale Doshi-Velez OffRL 137 54 0 10 Feb 2020
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 205 1,895 0 06 Jun 2016