policy gradient method

Proximal Policy Optimization Suffices for On-Policy Reinforcement Learning UAI 2026 Metastable Dynamics of Chain-of-Thought Reasoning: Provable Benefits of Search, RL and Distillation ICML 2025 Mollification Effects of Policy Gradient Methods ICML 2024 Tutoring Helps Students Learn Better: Improving Knowledge Distillation for BERT with Tutor Network EMNLP 2022 Analysis of the Optimization Landscape of Linear Quadratic Gaussian (LQG) Control L4DC 2021 Competitive policy optimization UAI 2021 Optimality and Approximation with Policy Gradient Methods in Markov Decision Processes COLT 2020 Stable Policy Optimization via Off-Policy Divergence Regularization UAI 2020 Diverse Exploration via Conjugate Policies for Policy Gradient Methods AAAI 2019 The Gap Between Model-Based and Model-Free Methods on the Linear Quadratic Regulator: An Asymptotic Viewpoint COLT 2019 Trajectory-wise Control Variates for Variance Reduction in Policy Gradient Methods CoRL 2019 An Inference-Based Policy Gradient Method for Learning Options ICML 2018 Spotlight: Optimizing Device Placement for Training Deep Neural Networks ICML 2018 Self-Critical Sequence Training for Image Captioning CVPR 2017 Adaptive Step-Size for Policy Gradient Methods NeurIPS 2013 Optimistic policy iteration and natural actor-critic: A unifying view and a non-optimality result NeurIPS 2013