Risto Vuorio

According to our database, Risto Vuorio authored at least 17 papers between 2018 and 2024.

Collaborative distances:

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

2024

A Bayesian Solution To The Imitation Gap.

Risto Vuorio, Mattie Fellows, Cong Lu, Clémence Grislain, Shimon Whiteson

CoRR, 2024

SplAgger: Split Aggregation for Meta-Reinforcement Learning.

Jacob Beck, Matthew Thomas Jackson, Risto Vuorio, Zheng Xiong, Shimon Whiteson

RLJ, 2024

Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control.

Zheng Xiong, Risto Vuorio, Jacob Beck, Matthieu Zimmer, Kun Shao, Shimon Whiteson

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

A Survey of Meta-Reinforcement Learning.

Jacob Beck, Risto Vuorio, Evan Zheran Liu, Zheng Xiong, Luisa M. Zintgraf, Chelsea Finn, Shimon Whiteson

CoRR, 2023

Discovering General Reinforcement Learning Algorithms with Adversarial Environment Design.

Matthew Thomas Jackson, Minqi Jiang, Jack Parker-Holder, Risto Vuorio, Chris Lu, Gregory Farquhar, Shimon Whiteson, Jakob N. Foerster

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Recurrent Hypernetworks are Surprisingly Strong in Meta-RL.

Jacob Beck, Risto Vuorio, Zheng Xiong, Shimon Whiteson

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Deconfounded Imitation Learning.

Risto Vuorio, Johann Brehmer, Hanno Ackermann, Daniel Dijkman, Taco Cohen, Pim de Haan

CoRR, 2022

An Investigation of the Bias-Variance Tradeoff in Meta-Gradients.

Risto Vuorio, Jacob Beck, Shimon Whiteson, Jakob N. Foerster, Gregory Farquhar

CoRR, 2022

Hypernetworks in Meta-Reinforcement Learning.

Jacob Beck, Matthew Thomas Jackson, Risto Vuorio, Shimon Whiteson

Proceedings of the Conference on Robot Learning, 2022

Adaptive Pairwise Weights for Temporal Credit Assignment.

Zeyu Zheng, Risto Vuorio, Richard L. Lewis, Satinder Singh

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

On the Practical Consistency of Meta-Reinforcement Learning Algorithms.

Zheng Xiong, Luisa M. Zintgraf, Jacob Beck, Risto Vuorio, Shimon Whiteson

CoRR, 2021

Pairwise Weights for Temporal Credit Assignment.

Zeyu Zheng, Risto Vuorio, Richard L. Lewis, Satinder Singh

CoRR, 2021

Learning State Representations from Random Deep Action-conditional Predictions.

Zeyu Zheng, Vivek Veeriah, Risto Vuorio, Richard L. Lewis, Satinder Singh

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation.

Risto Vuorio, Shao-Hua Sun, Hexiang Hu, Joseph J. Lim

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Deep Reinforcement Learning for Multi-driver Vehicle Dispatching and Repositioning Problem.

John Holler, Risto Vuorio, Zhiwei (Tony) Qin, Xiaocheng Tang, Yan Jiao, Tiancheng Jin, Satinder Singh, Chenxi Wang, Jieping Ye

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018

Toward Multimodal Model-Agnostic Meta-Learning.

Risto Vuorio, Shao-Hua Sun, Hexiang Hu, Joseph J. Lim

CoRR, 2018

Meta Continual Learning.

Risto Vuorio, Dong-Yeon Cho, Daejoong Kim, Jiwon Kim

CoRR, 2018