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Suleyman S. Kozat

Bilkent University, Databoss A.S

CUER: Corrected Uniform Experience Replay for Off-Policy Continuous Deep Reinforcement Learning Algorithms

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Jun 13, 2024
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Binary Feature Mask Optimization for Feature Selection

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Jan 23, 2024
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AFS-BM: Enhancing Model Performance through Adaptive Feature Selection with Binary Masking

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Jan 20, 2024
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Hierarchical Ensemble-Based Feature Selection for Time Series Forecasting

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Oct 26, 2023
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Hybrid State Space-based Learning for Sequential Data Prediction with Joint Optimization

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Sep 19, 2023
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Deep Intrinsically Motivated Exploration in Continuous Control

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Oct 01, 2022
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Optimal Tracking in Prediction with Expert Advice

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Aug 07, 2022
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Off-Policy Correction for Actor-Critic Algorithms in Deep Reinforcement Learning

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Aug 01, 2022
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Safe and Robust Experience Sharing for Deterministic Policy Gradient Algorithms

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Jul 27, 2022
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A Hybrid Framework for Sequential Data Prediction with End-to-End Optimization

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Mar 25, 2022
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