TIAPKIN Daniil

2023 - Beyond Softmax and Entropy: Convergence Rates of Policy Gradients with f-SoftArgmax Parameterization & Coupled Regularization

2023 - On Global Convergence Rates for Federated Softmax Policy Gradient under Heterogeneous Environments

2023 - Sample-Efficient Reinforcement Learning: Exploration, Imitation, and Online Learning