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Career

· Research Assistant, Mila - Quebec Artificial Intelligence Institute2019–
· PhD Student, McGill University
· PhD Student, Mila - Quebec Artificial Intelligence Institute
· Bachelor's degree, Orta Doğu Teknik Üniversitesi (Middle East Technical University)
· Master's Degree, Orta Doğu Teknik Üniversitesi (Middle East Technical University)

Publications (17)

Constructing a Good Behavior Basis for Transfer using Generalized Policy Updates
International Conference on Learning Representations · 2021
17
cited
A Brief Look at Generalization in Visual Meta-Reinforcement Learning
arXiv.org · 2020
8
cited
A Look at Value-Based Decision-Time vs. Background Planning Methods Across Different Settings
2022
8
cited
Minimal Value-Equivalent Partial Models for Scalable and Robust Planning in Lifelong Reinforcement Learning
CoLLAs · 2023
5
cited
What is Going on Inside Recurrent Meta Reinforcement Learning Agents?
arXiv.org · 2021
5
cited
Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement Learning
International Conference on Learning Representations · 2023
4
cited
An Attentive Approach for Building Partial Reasoning Agents from Pixels
Trans. Mach. Learn. Res. · 2024
2
cited
Attentive Deep Regression Networks for Real-Time Visual Face Tracking in Video Surveillance
arXiv.org · 2019
2
cited
Partial Models for Building Adaptive Model-Based Reinforcement Learning Agents
CoLLAs · 2024
1
cited
Combining Spatial and Temporal Abstraction in Planning for Better Generalization
arXiv.org · 2023
C ONSCIOUSNESS -I NSPIRED S PATIO -T EMPORAL A B - STRACTION FOR B ETTER G ENERALIZATION
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