Hélène Plisnier

According to our database, Hélène Plisnier authored at least 8 papers between 2018 and 2023.

Collaborative distances:

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

2023

Transferring Multiple Policies to Hotstart Reinforcement Learning in an Air Compressor Management Problem.

Hélène Plisnier, Denis Steckelmacher, Jeroen Willems, Bruno Depraetere, Ann Nowé

CoRR, 2023

2019

Transfer Learning Across Simulated Robots With Different Sensors.

Hélène Plisnier, Denis Steckelmacher, Diederik M. Roijers, Ann Nowé

CoRR, 2019

The Actor-Advisor: Policy Gradient With Off-Policy Advice.

Hélène Plisnier, Denis Steckelmacher, Diederik M. Roijers, Ann Nowé

CoRR, 2019

Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics.

Denis Steckelmacher, Hélène Plisnier, Diederik M. Roijers, Ann Nowé

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

A Motorized Wheelchair that Learns to Make its Way through a Crowd.

Denis Steckelmacher, Hélène Plisnier, Ann Nowé

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

Transfer Reinforcement Learning across Environment Dynamics with Multiple Advisors.

Hélène Plisnier, Denis Steckelmacher, Diederik M. Roijers, Ann Nowé

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

2018

Directed Policy Gradient for Safe Reinforcement Learning with Human Advice.

Hélène Plisnier, Denis Steckelmacher, Tim Brys, Diederik M. Roijers, Ann Nowé

CoRR, 2018

Reinforcement Learning in POMDPs With Memoryless Options and Option-Observation Initiation Sets.

Denis Steckelmacher, Diederik M. Roijers, Anna Harutyunyan, Peter Vrancx, Hélène Plisnier, Ann Nowé

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018