Safa Alver

According to our database, Safa Alver authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An Attentive Approach for Building Partial Reasoning Agents from Pixels.

Safa Alver, Doina Precup

Trans. Mach. Learn. Res., 2024

Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement Learning.

Harry Zhao, Safa Alver, Harm van Seijen, Romain Laroche, Doina Precup, Yoshua Bengio

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Partial Models for Building Adaptive Model-Based Reinforcement Learning Agents.

Safa Alver, Ali Rahimi-Kalahroudi, Doina Precup

Proceedings of the Conference on Lifelong Learning Agents, 2024

2023

Combining Spatial and Temporal Abstraction in Planning for Better Generalization.

Mingde Zhao, Safa Alver, Harm van Seijen, Romain Laroche, Doina Precup, Yoshua Bengio

CoRR, 2023

Minimal Value-Equivalent Partial Models for Scalable and Robust Planning in Lifelong Reinforcement Learning.

Safa Alver, Doina Precup

Proceedings of the Conference on Lifelong Learning Agents, 2023

2022

Understanding Decision-Time vs. Background Planning in Model-Based Reinforcement Learning.

Safa Alver, Doina Precup

CoRR, 2022

Constructing a Good Behavior Basis for Transfer using Generalized Policy Updates.

Safa Alver, Doina Precup

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

What is Going on Inside Recurrent Meta Reinforcement Learning Agents?

Safa Alver, Doina Precup

CoRR, 2021

2020

A Brief Look at Generalization in Visual Meta-Reinforcement Learning.

Safa Alver, Doina Precup

CoRR, 2020

2019

Attentive Deep Regression Networks for Real-Time Visual Face Tracking in Video Surveillance.

Safa Alver, Ugur Halici

CoRR, 2019