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Risto Vuorio — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Risto Vuorio
13
papers ·
230
citations ·
7
h-index
University of Oxford
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Deep Reinforcement Learning for Multi-Driver Vehicle Dispatching and Repositioning Problem
2019 · 93 citations
Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation
2019 · 72 citations
A Tutorial on Meta-Reinforcement Learning
2023 · 49 citations
Hypernetworks in Meta-Reinforcement Learning
2022 · 5 citations
Discovering General Reinforcement Learning Algorithms with Adversarial Environment Design
2023 · 3 citations
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL
2023 · 1 citations
SplAgger: Split Aggregation for Meta-Reinforcement Learning
2024 · 1 citations
Learning State Representations from Random Deep Action-conditional Predictions
2021
Adaptive Pairwise Weights for Temporal Credit Assignment
2021
An Investigation of the Bias-Variance Tradeoff in Meta-Gradients
2022
A Bayesian Solution To The Imitation Gap
2024
Top co-authors
Shimon Whiteson
· 7
Jacob Beck
· 5
Zheng Xiong
· 3
Gregory Farquhar
· 2
Matthew Thomas Jackson
· 2
Richard Lewis
· 2
Zeyu Zheng
· 2
and Joseph J. Lim
· 1
Chelsea Finn
· 1
Chenxi Wang
· 1
Chris Lu
· 1
Cl\'emence Grislain
· 1
Topics
Meta-RL
Exploration
Policy Gradient
Value-Based
Model-Based RL
Multi-Agent
Game AI
Offline RL