Lionel Blondé

According to our database, Lionel Blondé authored at least 8 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Mimicking Better by Matching the Approximate Action Distribution.

João A. Cândido Ramos, Lionel Blondé, Naoya Takeishi, Alexandros Kalousis

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Sample-Efficient On-Policy Imitation Learning from Observations.

João A. Cândido Ramos, Lionel Blondé, Naoya Takeishi, Alexandros Kalousis

CoRR, 2023

2022

Lipschitzness is all you need to tame off-policy generative adversarial imitation learning.

Lionel Blondé, Pablo Strasser, Alexandros Kalousis

Mach. Learn., 2022

2021

Counterfactual Interactive Learning: designing proactive artificial agents that learn from the mistakes of other decision makers.

Lionel Blondé

PhD thesis, 2021

Where is the Grass Greener? Revisiting Generalized Policy Iteration for Offline Reinforcement Learning.

Lionel Blondé, Alexandros Kalousis

CoRR, 2021

Conditional Neural Relational Inference for Interacting Systems.

Joao A. Candido Ramos, Lionel Blondé, Stéphane Armand, Alexandros Kalousis

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

2019

Relational Mimic for Visual Adversarial Imitation Learning.

Lionel Blondé, Yichuan Charlie Tang, Jian Zhang, Russ Webb

CoRR, 2019

Sample-Efficient Imitation Learning via Generative Adversarial Nets.

Lionel Blondé, Alexandros Kalousis

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019