softmax policy

A Unified Framework for Locality in Scalable MARL L4DC 2026 Accelerated Policy Gradient: On the Convergence Rates of the Nesterov Momentum for Reinforcement Learning ICML 2024 Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient Methods ICLR 2024 Matryoshka Policy Gradient for Entropy-Regularized RL: Convergence and Global Optimality JMLR 2024 Actor-critic is implicitly biased towards high entropy optimal policies ICLR 2022 An Alternate Policy Gradient Estimator for Softmax Policies AISTATS 2022 Convergence of Policy Gradient for Entropy Regularized MDPs with Neural Network Approximation in the Mean-Field Regime ICML 2022 On the Global Convergence Rates of Decentralized Softmax Gradient Play in Markov Potential Games NeurIPS 2022 Global optimality of softmax policy gradient with single hidden layer neural networks in the mean-field regime ICLR 2021 Differentiable Meta-Learning of Bandit Policies NeurIPS 2020 On the Global Convergence Rates of Softmax Policy Gradient Methods ICML 2020 On Strength Adjustment for MCTS-Based Programs AAAI 2019