Yannick Schroecker

According to our database, Yannick Schroecker authored at least 15 papers between 2016 and 2023.

Collaborative distances:

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

2023

Vision-Language Models as a Source of Rewards.

Kate Baumli, Satinder Baveja, Feryal M. P. Behbahani, Harris Chan, Gheorghe Comanici, Sebastian Flennerhag, Maxime Gazeau, Kristian Holsheimer, Dan Horgan, Michael Laskin, Clare Lyle, Hussain Masoom, Kay McKinney, Volodymyr Mnih, Alexander Neitz, Fabio Pardo, Jack Parker-Holder, John Quan, Tim Rocktäschel, Himanshu Sahni, Tom Schaul, Yannick Schroecker, Stephen Spencer, Richie Steigerwald, Luyu Wang, Lei Zhang

CoRR, 2023

Human-Timescale Adaptation in an Open-Ended Task Space.

Adaptive Agent Team, Jakob Bauer, Kate Baumli, Satinder Baveja, Feryal M. P. Behbahani, Avishkar Bhoopchand, Nathalie Bradley-Schmieg, Michael Chang, Natalie Clay, Adrian Collister, Vibhavari Dasagi, Lucy Gonzalez, Karol Gregor, Edward Hughes, Sheleem Kashem, Maria Loks-Thompson, Hannah Openshaw, Jack Parker-Holder, Shreya Pathak, Nicolas Perez Nieves, Nemanja Rakicevic, Tim Rocktäschel, Yannick Schroecker, Jakub Sygnowski, Karl Tuyls, Sarah York, Alexander Zacherl, Lei Zhang

CoRR, 2023

Structured State Space Models for In-Context Reinforcement Learning.

Chris Lu, Yannick Schroecker, Albert Gu, Emilio Parisotto, Jakob N. Foerster, Satinder Singh, Feryal M. P. Behbahani

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

Human-Timescale Adaptation in an Open-Ended Task Space.

Jakob Bauer, Kate Baumli, Feryal M. P. Behbahani, Avishkar Bhoopchand, Nathalie Bradley-Schmieg, Michael Chang, Natalie Clay, Adrian Collister, Vibhavari Dasagi, Lucy Gonzalez, Karol Gregor, Edward Hughes, Sheleem Kashem, Maria Loks-Thompson, Hannah Openshaw, Jack Parker-Holder, Shreya Pathak, Nicolas Perez Nieves, Nemanja Rakicevic, Tim Rocktäschel, Yannick Schroecker, Satinder Singh, Jakub Sygnowski, Karl Tuyls, Sarah York, Alexander Zacherl, Lei M. Zhang

Proceedings of the International Conference on Machine Learning, 2023

Discovering Policies with DOMiNO: Diversity Optimization Maintaining Near Optimality.

Tom Zahavy, Yannick Schroecker, Feryal M. P. Behbahani, Kate Baumli, Sebastian Flennerhag, Shaobo Hou, Satinder Singh

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Bootstrapped Meta-Learning.

Sebastian Flennerhag, Yannick Schroecker, Tom Zahavy, Hado van Hasselt, David Silver, Satinder Singh

Proceedings of the Tenth International Conference on Learning Representations, 2022

Meta-Gradients in Non-Stationary Environments.

Jelena Luketina, Sebastian Flennerhag, Yannick Schroecker, David Abel, Tom Zahavy, Satinder Singh

Proceedings of the Conference on Lifelong Learning Agents, 2022

2020

Manipulating State Space Distributions for Sample-Efficient Imitation-Learning.

Yannick Schroecker

PhD thesis, 2020

Universal Value Density Estimation for Imitation Learning and Goal-Conditioned Reinforcement Learning.

Yannick Schroecker, Charles L. Isbell Jr.

CoRR, 2020

2019

Active Learning within Constrained Environments through Imitation of an Expert Questioner.

Kalesha Bullard, Yannick Schroecker, Sonia Chernova

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Imitating Latent Policies from Observation.

Ashley D. Edwards, Himanshu Sahni, Yannick Schroecker, Charles L. Isbell Jr.

Proceedings of the 36th International Conference on Machine Learning, 2019

Generative predecessor models for sample-efficient imitation learning.

Yannick Schroecker, Mel Vecerík, Jonathan Scholz

Proceedings of the 7th International Conference on Learning Representations, 2019

2017

State Space Decomposition and Subgoal Creation for Transfer in Deep Reinforcement Learning.

Himanshu Sahni, Saurabh Kumar, Farhan Tejani, Yannick Schroecker, Charles Lee Isbell Jr.

CoRR, 2017

State Aware Imitation Learning.

Yannick Schroecker, Charles L. Isbell Jr.

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Directing Policy Search with Interactively Taught Via-Points.

Yannick Schroecker, Heni Ben Amor, Andrea Thomaz

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016