policy optimization

Direct Advantage Estimation NeurIPS 2022 Discovered Policy Optimisation NeurIPS 2022 Distributional Reward Estimation for Effective Multi-agent Deep Reinforcement Learning NeurIPS 2022 Dynamic Regret of Online Markov Decision Processes ICML 2022 Dynamics-Aware Comparison of Learned Reward Functions ICLR 2022 Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning NeurIPS 2022 Empirical Gateaux Derivatives for Causal Inference NeurIPS 2022 Exploring Safer Behaviors for Deep Reinforcement Learning AAAI 2022 Federated Reinforcement Learning with Environment Heterogeneity AISTATS 2022 Generative Planning for Temporally Coordinated Exploration in Reinforcement Learning ICLR 2022 Gradient Information Matters in Policy Optimization by Back-propagating through Model ICLR 2022 Greedification Operators for Policy Optimization: Investigating Forward and Reverse KL Divergences JMLR 2022 IMO^3: Interactive Multi-Objective Off-Policy Optimization IJCAI 2022 Improving Policy Optimization with Generalist-Specialist Learning ICML 2022 Influencing Long-Term Behavior in Multiagent Reinforcement Learning NeurIPS 2022 Interaction-Grounded Learning with Action-Inclusive Feedback NeurIPS 2022 LAPO: Latent-Variable Advantage-Weighted Policy Optimization for Offline Reinforcement Learning NeurIPS 2022 Learning Adversarial Markov Decision Processes with Delayed Feedback AAAI 2022 Learning from Demonstration: Provably Efficient Adversarial Policy Imitation with Linear Function Approximation ICML 2022 Learning Infinite-horizon Average-reward Markov Decision Process with Constraints ICML 2022 Learning to Constrain Policy Optimization with Virtual Trust Region NeurIPS 2022 Meta Approach to Data Augmentation Optimization WACV 2022 Mirror Learning: A Unifying Framework of Policy Optimisation ICML 2022 Mismatched No More: Joint Model-Policy Optimization for Model-Based RL NeurIPS 2022 Model-based Meta Reinforcement Learning using Graph Structured Surrogate Models and Amortized Policy Search ICML 2022