policy optimization

Tuning Computer Vision Models With Task Rewards ICML 2023 Understanding the Complexity Gains of Single-Task RL with a Curriculum ICML 2023 Unlabeled Imperfect Demonstrations in Adversarial Imitation Learning AAAI 2023 User-Oriented Robust Reinforcement Learning AAAI 2023 VOCE: Variational Optimization with Conservative Estimation for Offline Safe Reinforcement Learning NeurIPS 2023 Wasserstein Gradient Flows for Optimizing Gaussian Mixture Policies NeurIPS 2023 Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach AAAI 2022 Actor-Critic Policy Optimization in a Large-Scale Imperfect-Information Game ICLR 2022 A Dual Approach to Constrained Markov Decision Processes with Entropy Regularization AISTATS 2022 An Analytical Update Rule for General Policy Optimization ICML 2022 Balancing Sample Efficiency and Suboptimality in Inverse Reinforcement Learning ICML 2022 Batch size-invariance for policy optimization NeurIPS 2022 Bayesian Model-Based Offline Reinforcement Learning for Product Allocation AAAI 2022 Beyond the Policy Gradient Theorem for Efficient Policy Updates in Actor-Critic Algorithms AISTATS 2022 Chaining Value Functions for Off-Policy Learning AAAI 2022 Conjugated Discrete Distributions for Distributional Reinforcement Learning AAAI 2022 Conservative Dual Policy Optimization for Efficient Model-Based Reinforcement Learning NeurIPS 2022 Constrained Policy Optimization via Bayesian World Models ICLR 2022 Constrained Prescriptive Trees via Column Generation AAAI 2022 Constrained Update Projection Approach to Safe Policy Optimization NeurIPS 2022 Constrained Variational Policy Optimization for Safe Reinforcement Learning ICML 2022 Constraints Penalized Q-learning for Safe Offline Reinforcement Learning AAAI 2022 Context-Aware Language Modeling for Goal-Oriented Dialogue Systems NAACL 2022 Cooperative Multi-Agent Fairness and Equivariant Policies AAAI 2022 Differentially Private Regret Minimization in Episodic Markov Decision Processes AAAI 2022