Safa Alver

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Temporal Abstractions

Reinforcement Learning

Planning Problems

Top Venues

Publications

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