Safwan Labbi

According to our database, Safwan Labbi authored at least 7 papers between 2024 and 2026.

Collaborative distances:

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

2026

Refined Analysis of Entropy-Regularized Actor-Critic.

Safwan Labbi, Paul Mangold, Daniil Tiapkin, Eric Moulines

CoRR, May, 2026

Beyond Softmax and Entropy: Improving Convergence Guarantees of Policy Gradients by f-SoftArgmax Parameterization with Coupled Regularization.

Safwan Labbi, Daniil Tiapkin, Paul Mangold, Eric Moulines

CoRR, January, 2026

2025

On Global Convergence Rates for Federated Policy Gradient under Heterogeneous Environment.

Safwan Labbi, Paul Mangold, Daniil Tiapkin, Eric Moulines

CoRR, May, 2025

Federated UCBVI: Communication-Efficient Federated Regret Minimization with Heterogeneous Agents.

Safwan Labbi, Daniil Tiapkin, Lorenzo Mancini, Paul Mangold, Eric Moulines

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Joint Channel Selection using FedDRL in V2X.

Lorenzo Mancini, Safwan Labbi, Karim Abed-Meraim, Fouzi Boukhalfa, Alain Durmus, Paul Mangold, Eric Moulines

CoRR, 2024

SCAFFLSA: Quantifying and Eliminating Heterogeneity Bias in Federated Linear Stochastic Approximation and Temporal Difference Learning.

Paul Mangold, Sergey Samsonov, Safwan Labbi, Ilya Levin, Réda Alami, Alexey Naumov, Eric Moulines

CoRR, 2024

SCAFFLSA: Taming Heterogeneity in Federated Linear Stochastic Approximation and TD Learning.

Paul Mangold, Sergey Samsonov, Safwan Labbi, Ilya Levin, Réda Alami, Alexey Naumov, Eric Moulines

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024