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Ville Kyrki — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ville Kyrki
13
papers ·
20
citations ·
33
h-index
Aalto University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Data-efficient visuomotor policy training using reinforcement learning and generative models
2020 · 5 citations
Vision Transformer for Learning Driving Policies in Complex Multi-Agent Environments
2021 · 3 citations
Training and Evaluation of Deep Policies using Reinforcement Learning and Generative Models
2022 · 1 citations
Increasing the Efficiency of Policy Learning for Autonomous Vehicles by Multi-Task Representation Learning
2021
MACRPO: Multi-Agent Cooperative Recurrent Policy Optimization
2021
Online vs. Offline Adaptive Domain Randomization Benchmark
2022
Automated Feature Selection for Inverse Reinforcement Learning
2024
COSBO: Conservative Offline Simulation-Based Policy Optimization
2024
Top co-authors
Eshagh Kargar
· 4
Ali Ghadirzadeh
· 2
Danica Kragic
· 2
Karol Arndt
· 2
Mårten Björkman
· 2
Petra Poklukar
· 2
Chelsea Finn
· 1
Daulet Baimukashev
· 1
Gabriele Tiboni
· 1
Giuseppe Averta
· 1
Gokhan Alcan
· 1
Tatiana Tommasi
· 1
Topics
Model-Based RL
Policy Gradient
Safe RL
Multi-Agent
Exploration
Meta-RL
Offline RL
Value-Based