Lionel Blondé

13 papers A* 1A 1Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Navigating Sparse Molecular Data with Stein Diffusion Guidance. CoRR Van Khoa Nguyen, Lionel Blondé, Alexandros Kalousis
2025	J	`jnl`	Noise-Guided Transport for Imitation Learning. CoRR Lionel Blondé, Joao A. Candido Ramos, Alexandros Kalousis
2024	A*	`conf`	Mimicking Better by Matching the Approximate Action Distribution. ICML João A. Cândido Ramos, Lionel Blondé, Naoya Takeishi, Alexandros Kalousis
2023	J	`jnl`	Sample-Efficient On-Policy Imitation Learning from Observations. CoRR João A. Cândido Ramos, Lionel Blondé, Naoya Takeishi, Alexandros Kalousis
2022	J	`jnl`	Lipschitzness is all you need to tame off-policy generative adversarial imitation learning. Mach. Learn. Lionel Blondé, Pablo Strasser, Alexandros Kalousis
2021	—	`conf`	Conditional Neural Relational Inference for Interacting Systems. ECML/PKDD (5) Joao A. Candido Ramos, Lionel Blondé, Stéphane Armand, Alexandros Kalousis
2021	J	`jnl`	Conditional Neural Relational Inference for Interacting Systems. CoRR Joao A. Candido Ramos, Lionel Blondé, Stéphane Armand, Alexandros Kalousis
2021	—	`—`	Counterfactual Interactive Learning: designing proactive artificial agents that learn from the mistakes of other decision makers. Lionel Blondé
2021	J	`jnl`	Where is the Grass Greener? Revisiting Generalized Policy Iteration for Offline Reinforcement Learning. CoRR Lionel Blondé, Alexandros Kalousis
2020	J	`jnl`	Lipschitzness Is All You Need To Tame Off-policy Generative Adversarial Imitation Learning. CoRR Lionel Blondé, Pablo Strasser, Alexandros Kalousis
2019	J	`jnl`	Relational Mimic for Visual Adversarial Imitation Learning. CoRR Lionel Blondé, Yichuan Charlie Tang, Jian Zhang, Russ Webb
2019	A	`conf`	Sample-Efficient Imitation Learning via Generative Adversarial Nets. AISTATS Lionel Blondé, Alexandros Kalousis
2018	J	`jnl`	Sample-Efficient Imitation Learning via Generative Adversarial Nets. CoRR Lionel Blondé, Alexandros Kalousis