Hélène Plisnier

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Reinforcement Learning

Model Free Reinforcement Learning

Function Approximation

Top Venues

BNAIC/BENELEARN

Publications

Hélène Plisnier, Denis Steckelmacher, Jeroen Willems, Bruno Depraetere, Ann Nowé
Transferring Multiple Policies to Hotstart Reinforcement Learning in an Air Compressor Management Problem. CoRR (2023)
Denis Steckelmacher, Hélène Plisnier, Diederik M. Roijers, Ann Nowé
Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics. CoRR (2019)
Hélène Plisnier, Denis Steckelmacher, Diederik M. Roijers, Ann Nowé
The Actor-Advisor: Policy Gradient With Off-Policy Advice. CoRR (2019)
Hélène Plisnier, Denis Steckelmacher, Diederik M. Roijers, Ann Nowé
Transfer Learning Across Simulated Robots With Different Sensors. CoRR (2019)
Denis Steckelmacher, Hélène Plisnier, Diederik M. Roijers, Ann Nowé
Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics. ECML/PKDD (3) (2019)
Denis Steckelmacher, Hélène Plisnier, Ann Nowé
A Motorized Wheelchair that Learns to Make its Way through a Crowd. BNAIC/BENELEARN (2019)
Hélène Plisnier, Denis Steckelmacher, Diederik M. Roijers, Ann Nowé
Transfer Reinforcement Learning across Environment Dynamics with Multiple Advisors. BNAIC/BENELEARN (2019)
Denis Steckelmacher, Hélène Plisnier, Diederik M. Roijers, Ann Nowé
Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics. BNAIC/BENELEARN (2019)
Denis Steckelmacher, Diederik M. Roijers, Anna Harutyunyan, Peter Vrancx, Hélène Plisnier, Ann Nowé
Reinforcement Learning in POMDPs With Memoryless Options and Option-Observation Initiation Sets. AAAI (2018)
Hélène Plisnier, Denis Steckelmacher, Tim Brys, Diederik M. Roijers, Ann Nowé
Directed Policy Gradient for Safe Reinforcement Learning with Human Advice. CoRR (2018)