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Harley Wiltzer
Harley Wiltzer
McGill University, Mila
Verified email at mila.quebec - Homepage
Title
Cited by
Cited by
Year
Distributional hamilton-jacobi-bellman equations for continuous-time reinforcement learning
HE Wiltzer, D Meger, MG Bellemare
International Conference on Machine Learning, 23832-23856, 2022
112022
Policy optimization in a noisy neighborhood: On return landscapes in continuous control
N Rahn, P D'Oro, H Wiltzer, PL Bacon, M Bellemare
Advances in Neural Information Processing Systems 36, 2024
42024
A Distributional Analogue to the Successor Representation
H Wiltzer*, J Farebrother*, A Gretton, Y Tang, A Barreto, W Dabney, ...
arXiv preprint arXiv:2402.08530, 2024
22024
Simplifying constraint inference with inverse reinforcement learning
A Hugessen, H Wiltzer, G Berseth
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
22024
Foundations of multivariate distributional reinforcement learning
H Wiltzer, J Farebrother, A Gretton, M Rowland
arXiv preprint arXiv:2409.00328, 2024
12024
On the Evolution of Return Distributions in Continuous-Time Reinforcement Learning
H Wiltzer
McGill University (Canada), 2021
12021
Non-Adversarial Inverse Reinforcement Learning via Successor Feature Matching
AK Jain, H Wiltzer, J Farebrother, I Rish, G Berseth, S Choudhury
arXiv preprint arXiv:2411.07007, 2024
2024
Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning
H Wiltzer, MG Bellemare, D Meger, P Shafto, Y Jhaveri
arXiv preprint arXiv:2410.11022, 2024
2024
Revisiting successor features for inverse reinforcement learning
AK Jain, H Wiltzer, J Farebrother, I Rish, G Berseth, S Choudhury
ICML 2024 Workshop on Models of Human Feedback for AI Alignment, 2024
2024
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