Feedback Capacity of Ising Channels With Large Alphabet via Reinforcement Learning

Author:

Aharoni Ziv1ORCID,Sabag Oron2ORCID,Permuter Haim H.3ORCID

Affiliation:

1. Department of Electrical Engineering, Ben-Gurion University of the Negev, Be’er Sheva, Israel

2. Department of Electrical and Computer Engineering, California Institute of Technology, Pasadena, CA, USA

3. Department of Computer Engineering, Ben-Gurion University of the Negev, Be’er Sheva, Israel

Funder

German Research Foundation (DFG) via the German–Israeli Project Cooperation

Israeli Science Foundation

Israeli Innovation Authority as part of the Worldwide Innovative Networking (WIN) Consortium

Israeli Scholarship Education Foundation (ISEF) International Postdoctoral Fellowship

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Library and Information Sciences,Computer Science Applications,Information Systems

Reference41 articles.

1. Gradient estimation using stochastic computation graphs;schulman;Proc Adv Neural Inf Process Syst,2015

2. Prioritized experience replay;schaul;arXiv 1511 05952,2015

3. Least squares quantization in PCM

4. Enumerative source encoding

5. PILCO: A model-based and dataefficient approach to policy search;deisenroth;Proc 28th Int Conf Mach Learn (ICML),2011

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1. Capacity of Finite-State Channels With Delayed Feedback;IEEE Transactions on Information Theory;2024-01

2. Neural Estimation and Optimization of Directed Information Over Continuous Spaces;IEEE Transactions on Information Theory;2023-08

3. Finite-State Channels with Feedback and State Known at the Encoder;IEEE Transactions on Information Theory;2023

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