Talha Bozkus

According to our database, Talha Bozkus authored at least 11 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Generative Multi-Agent Q-Learning for Policy Optimization: Decentralized Wireless Networks.

Talha Bozkus, Urbashi Mitra

CoRR, March, 2025

A Multi-Agent Multi-Environment Mixed Q-Learning for Partially Decentralized Wireless Network Optimization.

Talha Bozkus, Urbashi Mitra

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Multi-Timescale Ensemble $Q$-Learning for Markov Decision Process Policy Optimization.

Talha Bozkus, Urbashi Mitra

IEEE Trans. Signal Process., 2024

Leveraging Digital Cousins for Ensemble Q-Learning in Large-Scale Wireless Networks.

Talha Bozkus, Urbashi Mitra

IEEE Trans. Signal Process., 2024

Coverage Analysis for Digital Cousin Selection - Improving Multi-Environment Q-Learning.

Talha Bozkus, Tara Javidi, Urbashi Mitra

CoRR, 2024

Coverage Analysis of Multi-Environment Q-Learning Algorithms for Wireless Network Optimization.

Talha Bozkus, Urbashi Mitra

Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024

2023

Link Analysis for Solving Multiple-Access MDPs With Large State Spaces.

Talha Bozkus, Urbashi Mitra

IEEE Trans. Signal Process., 2023

Ensemble Graph Q-Learning for Large Scale Networks.

Talha Bozkus, Urbashi Mitra

Proceedings of the IEEE International Conference on Acoustics, 2023

A Novel Ensemble Q-Learning Algorithm for Policy Optimization in Large-Scale Networks.

Talha Bozkus, Urbashi Mitra

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

Reliable Adaptive Recoding for Batched Network Coding with Burst-Noise Channels.

Jie Wang, Talha Bozkus, Yao Xie, Urbashi Mitra

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Ensemble Link Learning for Large State Space Multiple Access Communications.

Talha Bozkus, Urbashi Mitra

Proceedings of the 30th European Signal Processing Conference, 2022