Denis Steckelmacher
Title
Cited by
Cited by
Year
Dynamic weights in multi-objective deep reinforcement learning
A Abels, D Roijers, T Lenaerts, A Now, D Steckelmacher
International Conference on Machine Learning, 11-20, 2019
142019
Reinforcement learning in POMDPs with memoryless options and option-observation initiation sets
D Steckelmacher, DM Roijers, A Harutyunyan, P Vrancx, H Plisnier, ...
arXiv preprint arXiv:1708.06551, 2017
112017
Multi-objective reinforcement learning for the expected utility of the return
DM Roijers, D Steckelmacher, A Now
Proceedings of the Adaptive and Learning Agents workshop at FAIM 2018, 2018
92018
An empirical comparison of neural architectures for reinforcement learning in partially observable environments
D Steckelmacher, P Vrancx
arXiv preprint arXiv:1512.05509, 2015
42015
Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics
D Steckelmacher, H Plisnier, DM Roijers, A Now
Joint European Conference on Machine Learning and Knowledge Discovery in…, 2019
12019
The Actor-Advisor: Policy Gradient With Off-Policy Advice
H Plisnier, D Steckelmacher, DM Roijers, A Now
arXiv preprint arXiv:1902.02556, 2019
12019
Transfer Learning Across Simulated Robots With Different Sensors
H Plisnier, D Steckelmacher, D Roijers, A Now
arXiv preprint arXiv:1907.07958, 2019
2019
A Motorized Wheelchair that Learns to Make its Way through a Crowd.
D Steckelmacher, H Plisnier, A Now
BNAIC/BENELEARN, 2019
2019
Transfer Reinforcement Learning across Environment Dynamics with Multiple Advisors.
H Plisnier, D Steckelmacher, DM Roijers, A Now
BNAIC/BENELEARN, 2019
2019
Directed Policy Gradient for Safe Reinforcement Learning with Human Advice
H Plisnier, D Steckelmacher, T Brys, DM Roijers, A Now
arXiv preprint arXiv:1808.04096, 2018
2018
Reinforcement learning in complex environments: Evaluating algorithms on image classification, Informatique
D Steckelmacher, T Lenaerts
Universit Libre de Bruxelles, 2016
2016
Stable, Practical and On-line Bootstrapped Dual Policy Iteration
D Steckelmacher, H Plisnier, DM Roijers, A Now
Hierarchical Reinforcement Learning for a Robotic Partially Observable Task
D Steckelmacher, H Plisnier, DM Roijers, A Now
29th Benelux Conference on Artificial Intelligence November 8–9, 2017…, 0
Reinforcement Learning in Complex Environments: Evaluating Algorithms on Image Classification
D Steckelmacher, T Lenaerts
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Articles 1–14