Florian Felten

According to our database, Florian Felten authored at least 6 papers between 2022 and 2024.

Collaborative distances:

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

2024

Multi-Objective Reinforcement Learning Based on Decomposition: A Taxonomy and Framework.

Florian Felten, El-Ghazali Talbi, Grégoire Danoy

J. Artif. Intell. Res., 2024

MOMAland: A Set of Benchmarks for Multi-Objective Multi-Agent Reinforcement Learning.

Florian Felten, Umut Ucak, Hicham Azmani, Gao Peng, Willem Röpke, Hendrik Baier, Patrick Mannion, Diederik M. Roijers, Jordan K. Terry, El-Ghazali Talbi, Grégoire Danoy, Ann Nowé, Roxana Radulescu

CoRR, 2024

Open RL Benchmark: Comprehensive Tracked Experiments for Reinforcement Learning.

Shengyi Huang, Quentin Gallouédec, Florian Felten, Antonin Raffin, Rousslan Fernand Julien Dossa, Yanxiao Zhao, Ryan Sullivan, Viktor Makoviychuk, Denys Makoviichuk, Mohamad H. Danesh, Cyril Roumégous, Jiayi Weng, Chufan Chen, Md Masudur Rahman, João G. M. Araújo, Guorui Quan, Daniel Tan, Timo Klein, Rujikorn Charakorn, Mark Towers, Yann Berthelot, Kinal Mehta, Dipam Chakraborty, Arjun KG, Valentin Charraut, Chang Ye, Zichen Liu, Lucas N. Alegre, Alexander Nikulin, Xiao Hu, Tianlin Liu, Jongwook Choi, Brent Yi

CoRR, 2024

2023

Hyperparameter Optimization for Multi-Objective Reinforcement Learning.

Florian Felten, Daniel Gareev, El-Ghazali Talbi, Grégoire Danoy

CoRR, 2023

A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning.

Florian Felten, Lucas N. Alegre, Ann Nowé, Ana L. C. Bazzan, El-Ghazali Talbi, Grégoire Danoy, Bruno C. da Silva

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Metaheuristics-based Exploration Strategies for Multi-Objective Reinforcement Learning.

Florian Felten, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022