Safa Alver

13 papers A* 2Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	An Attentive Approach for Building Partial Reasoning Agents from Pixels. Trans. Mach. Learn. Res. Safa Alver, Doina Precup
2024	A*	`conf`	Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement Learning. ICLR Harry Zhao, Safa Alver, Harm van Seijen, Romain Laroche, Doina Precup, Yoshua Bengio
2024	—	`conf`	Partial Models for Building Adaptive Model-Based Reinforcement Learning Agents. CoLLAs Safa Alver, Ali Rahimi-Kalahroudi, Doina Precup
2024	J	`jnl`	Partial Models for Building Adaptive Model-Based Reinforcement Learning Agents. CoRR Safa Alver, Ali Rahimi-Kalahroudi, Doina Precup
2023	J	`jnl`	Combining Spatial and Temporal Abstraction in Planning for Better Generalization. CoRR Mingde Zhao, Safa Alver, Harm van Seijen, Romain Laroche, Doina Precup, Yoshua Bengio
2023	—	`conf`	Minimal Value-Equivalent Partial Models for Scalable and Robust Planning in Lifelong Reinforcement Learning. CoLLAs Safa Alver, Doina Precup
2023	J	`jnl`	Minimal Value-Equivalent Partial Models for Scalable and Robust Planning in Lifelong Reinforcement Learning. CoRR Safa Alver, Doina Precup
2022	A*	`conf`	Constructing a Good Behavior Basis for Transfer using Generalized Policy Updates. ICLR Safa Alver, Doina Precup
2022	J	`jnl`	Understanding Decision-Time vs. Background Planning in Model-Based Reinforcement Learning. CoRR Safa Alver, Doina Precup
2021	J	`jnl`	Constructing a Good Behavior Basis for Transfer using Generalized Policy Updates. CoRR Safa Alver, Doina Precup
2021	J	`jnl`	What is Going on Inside Recurrent Meta Reinforcement Learning Agents? CoRR Safa Alver, Doina Precup
2020	J	`jnl`	A Brief Look at Generalization in Visual Meta-Reinforcement Learning. CoRR Safa Alver, Doina Precup
2019	J	`jnl`	Attentive Deep Regression Networks for Real-Time Visual Face Tracking in Video Surveillance. CoRR Safa Alver, Ugur Halici