Information Optimization and Transferable State Abstractions in Deep Reinforcement Learning

Author:

Gomez Diego1ORCID,Quijano Nicanor1ORCID,Giraldo Luis Felipe2ORCID

Affiliation:

1. Departmento de Ingeniería Eléctrica y Electrónica, Colombia

2. Departamento de Ingeniería Biomédica, Universidad de Los Andes, Bogotá, Colombia

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Vision and Pattern Recognition,Software

Reference74 articles.

1. Shortcut learning in deep neural networks

2. Generalization in reinforcement learning with selective noise injection and information bottleneck;igl;Proc Adv Int Conf Neural Inf Process Syst,2019

3. Benchmarking deep reinforcement learning for continuous control;duan;Proc 33rd Int Conf Mach Learn,2016

4. Infobot: Transfer and exploration via the information bottleneck;goyal;Proc Int Conf Learn Representations,2019

5. Hierarchical recurrent state space models reveal discrete and continuous dynamics of neural activity in C. Elegans;linderman,2019

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