Continuous-Time Model-Based Reinforcement Learning

Continuous-Time Model-Based Reinforcement Learning

9 February 2021

Çağatay Yıldız

Markus Heinonen

Harri Lähdesmäki

Papers citing "Continuous-Time Model-Based Reinforcement Learning"

11 / 11 papers shown

Title
Tuning Frequency Bias of State Space Models Annan Yu Dongwei Lyu S. H. Lim Michael W. Mahoney N. Benjamin Erichson 42 3 0 02 Oct 2024
Neural Laplace Control for Continuous-time Delayed Systems Samuel Holt Alihan Huyuk Zhaozhi Qian Hao Sun M. Schaar OffRL 21 10 0 24 Feb 2023
Neural Optimal Control using Learned System Dynamics Selim Engin Volkan Isler 15 3 0 20 Feb 2023
Managing Temporal Resolution in Continuous Value Estimation: A Fundamental Trade-off Zichen Zhang Johannes Kirschner Junxi Zhang Francesco Zanini Alex Ayoub Masood Dehghan Dale Schuurmans OffRL 21 3 0 17 Dec 2022
Neural ODEs as Feedback Policies for Nonlinear Optimal Control I. O. Sandoval Panagiotis Petsagkourakis Ehecatl Antonio del Rio Chanona 17 9 0 20 Oct 2022
Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules Kazuki Irie Francesco Faccio Jürgen Schmidhuber AI4TS 30 11 0 03 Jun 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 27 17 0 29 Jan 2022
Characteristic Neural Ordinary Differential Equations Xingzi Xu Ali Hasan Khalil Elkhalil Jie Ding Vahid Tarokh BDL 23 3 0 25 Nov 2021
Policy Gradient and Actor-Critic Learning in Continuous Time and Space: Theory and Algorithms Yanwei Jia X. Zhou OffRL 27 78 0 22 Nov 2021
Lagrangian Neural Networks M. Cranmer S. Greydanus Stephan Hoyer Peter W. Battaglia D. Spergel S. Ho PINN 130 422 0 10 Mar 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 273 5,660 0 05 Dec 2016