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Books and Theses
- 2021
[b1]Lionel Blondé:
Counterfactual Interactive Learning: designing proactive artificial agents that learn from the mistakes of other decision makers. University of Geneva, Switzerland, 2021
Journal Articles
- 2022
- [j1]Lionel Blondé
, Pablo Strasser, Alexandros Kalousis:
Lipschitzness is all you need to tame off-policy generative adversarial imitation learning. Mach. Learn. 111(4): 1431-1521 (2022)
Conference and Workshop Papers
- 2024
- [c3]João A. Cândido Ramos, Lionel Blondé, Naoya Takeishi, Alexandros Kalousis:
Mimicking Better by Matching the Approximate Action Distribution. ICML 2024 - 2021
- [c2]Joao A. Candido Ramos, Lionel Blondé, Stéphane Armand, Alexandros Kalousis:
Conditional Neural Relational Inference for Interacting Systems. ECML/PKDD (5) 2021: 182-197 - 2019
- [c1]Lionel Blondé, Alexandros Kalousis:
Sample-Efficient Imitation Learning via Generative Adversarial Nets. AISTATS 2019: 3138-3148
Informal and Other Publications
- 2023
- [i6]João A. Cândido Ramos, Lionel Blondé, Naoya Takeishi, Alexandros Kalousis:
Sample-Efficient On-Policy Imitation Learning from Observations. CoRR abs/2306.09805 (2023) - 2021
- [i5]Joao A. Candido Ramos, Lionel Blondé, Stéphane Armand, Alexandros Kalousis:
Conditional Neural Relational Inference for Interacting Systems. CoRR abs/2106.11083 (2021) - [i4]Lionel Blondé, Alexandros Kalousis:
Where is the Grass Greener? Revisiting Generalized Policy Iteration for Offline Reinforcement Learning. CoRR abs/2107.01407 (2021) - 2020
- [i3]Lionel Blondé, Pablo Strasser, Alexandros Kalousis:
Lipschitzness Is All You Need To Tame Off-policy Generative Adversarial Imitation Learning. CoRR abs/2006.16785 (2020) - 2019
- [i2]Lionel Blondé, Yichuan Charlie Tang, Jian Zhang, Russ Webb:
Relational Mimic for Visual Adversarial Imitation Learning. CoRR abs/1912.08444 (2019) - 2018
- [i1]Lionel Blondé, Alexandros Kalousis:
Sample-Efficient Imitation Learning via Generative Adversarial Nets. CoRR abs/1809.02064 (2018)
Coauthor Index
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