Predictive State Recurrent Neural Networks

Predictive State Recurrent Neural Networks

25 May 2017

Geoffrey J. Gordon

Papers citing "Predictive State Recurrent Neural Networks"

12 / 12 papers shown

Title
PAC Reinforcement Learning for Predictive State Representations Wenhao Zhan Masatoshi Uehara Wen Sun Jason D. Lee 33 38 0 12 Jul 2022
Provably Efficient Reinforcement Learning in Partially Observable Dynamical Systems Masatoshi Uehara Ayush Sekhari Jason D. Lee Nathan Kallus Wen Sun OffRL 49 31 0 24 Jun 2022
Evaluation of deep learning models for multi-step ahead time series prediction Rohitash Chandra Shaurya Goyal Rishabh Gupta AI4TS 14 146 0 26 Mar 2021
Incorporating Symmetry into Deep Dynamics Models for Improved Generalization Rui Wang Robin Walters Rose Yu AI4CE 52 170 0 08 Feb 2020
Recurrent Neural Processes Timon Willi Jonathan Masci Jürgen Schmidhuber Christian Osendorfer BDL 18 18 0 13 Jun 2019
Kernel Instrumental Variable Regression Rahul Singh M. Sahani Arthur Gretton 39 168 0 01 Jun 2019
Advantage Amplification in Slowly Evolving Latent-State Environments Martin Mladenov Ofer Meshi Jayden Ooi Dale Schuurmans Craig Boutilier OffRL 13 9 0 29 May 2019
Learning and Inference in Hilbert Space with Quantum Graphical Models Siddarth Srinivasan Carlton Downey Byron Boots 36 23 0 29 Oct 2018
On Kernel Derivative Approximation with Random Fourier Features Z. Szabó Bharath K. Sriperumbudur 32 12 0 11 Oct 2018
Connecting Weighted Automata and Recurrent Neural Networks through Spectral Learning Guillaume Rabusseau Tianyu Li Doina Precup 34 41 0 04 Jul 2018
Learning Awareness Models Brandon Amos Laurent Dinh Serkan Cabi Thomas Rothörl Sergio Gomez Colmenarejo Alistair Muldal Tom Erez Yuval Tassa Nando de Freitas Misha Denil 29 44 0 17 Apr 2018
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,503 0 25 Jan 2017