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Kostas Plataniotis

University of Toronto

SCHOLARLY PAPERS

3

DOWNLOADS

157

TOTAL CITATIONS

2

Scholarly Papers (3)

1.

Combining Information-Seeking Exploration and Reward Maximization: Unified Inference on Continuous State and Action Spaces Under Partial Observability

Number of pages: 27 Posted: 26 Sep 2022
Parvin Malekzadeh and Kostas Plataniotis
affiliation not provided to SSRN and University of Toronto
Downloads 107 (659,652)

Abstract:

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Active inference, Expected free energy, Information-seeking exploration, Partially observability, Policy, Reinforcement learning

2.

Multi-Content Time-Series Popularity Prediction with Multiple-Model Transformers in Mec Networks

Number of pages: 12 Posted: 26 Sep 2023
Concordia University, Concordia University, Concordia University, Concordia University, Yazd University and University of Toronto
Downloads 34 (1,290,922)
Citation 2

Abstract:

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Mobile Edge Caching (MEC), Popularity Prediction, Deep Neural Network (DNN), Machine Learning, Transformer Architecture

3.

HybridRAG-Finance: Agent-Guided Information Summarization with Vector and Graph Retrieval for Financial Documents

Number of pages: 21 Posted: 13 Jun 2026
Mazen Wael Baioumy, Kostas Plataniotis and Yuri Lawryshyn
University of Toronto - Department of Electrical and Computer Engineering, University of Toronto and University of Toronto
Downloads 16

Abstract:

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Retrieval-Augmented Generation, Knowledge Graphs, Large Language Models, Financial Documents, Hallucination, Vector Search, Agent-Based Summarization