policy learning

Computationally Efficient PAC RL in POMDPs with Latent Determinism and Conditional Embeddings ICML 2023 Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems ACL 2023 CORL: Research-oriented Deep Offline Reinforcement Learning Library NeurIPS 2023 Decision Stacks: Flexible Reinforcement Learning via Modular Generative Models NeurIPS 2023 DiffMimic: Efficient Motion Mimicking with Differentiable Physics ICLR 2023 Dueling RL: Reinforcement Learning with Trajectory Preferences AISTATS 2023 Enhanced Simultaneous Machine Translation with Word-level Policies EMNLP 2023 Environment Agnostic Representation for Visual Reinforcement Learning ICCV 2023 Evaluating Model-Free Reinforcement Learning toward Safety-Critical Tasks AAAI 2023 Experiment Planning with Function Approximation NeurIPS 2023 Expert Data Augmentation in Imitation Learning (Student Abstract) AAAI 2023 Extracting Reward Functions from Diffusion Models NeurIPS 2023 F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning JMLR 2023 Fair and Robust Estimation of Heterogeneous Treatment Effects for Policy Learning ICML 2023 FAMO: Fast Adaptive Multitask Optimization NeurIPS 2023 Fast Offline Policy Optimization for Large Scale Recommendation AAAI 2023 Few-Shot Structured Policy Learning for Multi-Domain and Multi-Task Dialogues EACL 2023 Formal Explanations of Neural Network Policies for Planning IJCAI 2023 For Pre-Trained Vision Models in Motor Control, Not All Policy Learning Methods are Created Equal ICML 2023 Goal-Conditioned Generators of Deep Policies AAAI 2023 Gradient-Adaptive Pareto Optimization for Constrained Reinforcement Learning AAAI 2023 Help Me Heal: A Reinforced Polite and Empathetic Mental Health and Legal Counseling Dialogue System for Crime Victims AAAI 2023 Human-in-the-loop Abstractive Dialogue Summarization ACL 2023 HutCRS: Hierarchical User-Interest Tracking for Conversational Recommender System EMNLP 2023 Imitating Human Behaviour with Diffusion Models ICLR 2023