Attentive Deep Regression Networks for Real-Time Visual Face Tracking in Video Surveillance. - Safa Alver; Ugur Halici (CoRR, 2019)

A Brief Look at Generalization in Visual Meta-Reinforcement Learning. - Safa Alver; Doina Precup (CoRR, 2020)

What is Going on Inside Recurrent Meta Reinforcement Learning Agents? - Safa Alver; Doina Precup (CoRR, 2021)

Constructing a Good Behavior Basis for Transfer using Generalized Policy Updates. - Safa Alver; Doina Precup (ICLR, 2022)

Understanding Decision-Time vs. Background Planning in Model-Based Reinforcement Learning. - Safa Alver; Doina Precup (CoRR, 2022)

Minimal Value-Equivalent Partial Models for Scalable and Robust Planning in Lifelong Reinforcement Learning. - Safa Alver; Doina Precup (CoLLAs, 2023)

Combining Spatial and Temporal Abstraction in Planning for Better Generalization. - Mingde Zhao 001; Safa Alver; Harm van Seijen; Romain Laroche; Doina Precup; Yoshua Bengio (CoRR, 2023)

Partial Models for Building Adaptive Model-Based Reinforcement Learning Agents. - Safa Alver; Ali Rahimi-Kalahroudi; Doina Precup (CoLLAs, 2024)

Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement Learning. - Harry Zhao 001; Safa Alver; Harm van Seijen; Romain Laroche; Doina Precup; Yoshua Bengio (ICLR, 2024)

An Attentive Approach for Building Partial Reasoning Agents from Pixels. - Safa Alver; Doina Precup (Trans. Mach. Learn. Res., 2024)