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Safa Alver — most-cited papers & profile · Reinforcement Learning
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overview
Safa Alver
8
papers ·
6
citations
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Most-cited papers
A Brief Look at Generalization in Visual Meta-Reinforcement Learning
2020 · 2 citations
Constructing a Good Behavior Basis for Transfer using Generalized Policy Updates
2021 · 2 citations
What is Going on Inside Recurrent Meta Reinforcement Learning Agents?
2021 · 1 citations
A Look at Value-Based Decision-Time vs. Background Planning Methods Across Different Settings
2022
Minimal Value-Equivalent Partial Models for Scalable and Robust Planning in Lifelong Reinforcement Learning
2023
Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement Learning
2023
Partial Models for Building Adaptive Model-Based Reinforcement Learning Agents
2024
Top co-authors
Doina Precup
· 7
Ali Rahimi-Kalahroudi
· 1
Harm van Seijen
· 1
Mingde Zhao
· 1
Romain Laroche
· 1
Yoshua Bengio
· 1
Topics
Meta-RL
Model-Based RL
Value-Based
Multi-Agent
Policy Gradient
Exploration