Théo Vincent

According to our database, Théo Vincent authored at least 8 papers between 2024 and 2025.

Collaborative distances:

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

2025

Bridging the Performance Gap Between Target-Free and Target-Based Reinforcement Learning With Iterated Q-Learning.

Théo Vincent, Yogesh Tripathi, Tim Lukas Faust, Yaniv Oren, Jan Peters, Carlo D'Eramo

CoRR, June, 2025

Deep Reinforcement Learning Agents are not even close to Human Intelligence.

Quentin Delfosse, Jannis Blüml, Fabian Tatai, Théo Vincent, Bjarne Gregori, Elisabeth Dillies, Jan Peters, Constantin A. Rothkopf, Kristian Kersting

CoRR, May, 2025

Eau De <i>Q</i>-Network: Adaptive Distillation of Neural Networks in Deep Reinforcement Learning.

Théo Vincent, Tim Lukas Faust, Yogesh Tripathi, Jan Peters, Carlo D'Eramo

CoRR, March, 2025

Iterated <i>Q</i>-Network: Beyond One-Step Bellman Updates in Deep Reinforcement Learning.

Théo Vincent, Daniel Palenicek, Boris Belousov, Jan Peters, Carlo D'Eramo

Trans. Mach. Learn. Res., 2025

Adaptive Q-Network: On-the-fly Target Selection for Deep Reinforcement Learning.

Théo Vincent, Fabian Wahren, Jan Peters, Boris Belousov, Carlo D'Eramo

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Iterated Q-Network: Beyond the One-Step Bellman Operator.

Théo Vincent, Daniel Palenicek, Boris Belousov, Jan Peters, Carlo D'Eramo

CoRR, 2024

Reinforcement Learning for Athletic Intelligence: Lessons from the 1st "AI Olympics with RealAIGym" Competition.

Felix Wiebe, Niccolò Turcato, Alberto Dalla Libera, Chi Zhang, Théo Vincent, Shubham Vyas, Giulio Giacomuzzo, Ruggero Carli, Diego Romeres, Akhil Sathuluri, Markus Zimmermann, Boris Belousov, Jan Peters, Frank Kirchner, Shivesh Kumar

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Parameterized Projected Bellman Operator.

Théo Vincent, Alberto Maria Metelli, Boris Belousov, Jan Peters, Marcello Restelli, Carlo D'Eramo

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024