Reinforcement Learning

DialGuide: Aligning Dialogue Model Behavior with Developer Guidelines EMNLP 2023 DiFA: Differentiable Feature Acquisition AAAI 2023 Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards ICML 2023 Discovering Language Model Behaviors with Model-Written Evaluations ACL 2023 Discovering Object-Centric Generalized Value Functions From Pixels ICML 2023 Disentangling Reafferent Effects by Doing Nothing AAAI 2023 Distance Weighted Supervised Learning for Offline Interaction Data ICML 2023 Distributionally Robust Policy Gradient for Offline Contextual Bandits AISTATS 2023 Distributional Meta-Gradient Reinforcement Learning ICLR 2023 Distributional Offline Policy Evaluation with Predictive Error Guarantees ICML 2023 Domain Adaptation for Conversational Query Production with the RAG Model Feedback EMNLP 2023 DoMo-AC: Doubly Multi-step Off-policy Actor-Critic Algorithm ICML 2023 Don’t Add, don’t Miss: Effective Content Preserving Generation from Pre-Selected Text Spans EMNLP 2023 Doolittle: Benchmarks and Corpora for Academic Writing Formalization EMNLP 2023 Dueling RL: Reinforcement Learning with Trajectory Preferences AISTATS 2023 Dynamic Inference With Grounding Based Vision and Language Models CVPR 2023 Efficient Online Reinforcement Learning with Offline Data ICML 2023 Efficient Potential-based Exploration in Reinforcement Learning using Inverse Dynamic Bisimulation Metric NeurIPS 2023 Efficient RL with Impaired Observability: Learning to Act with Delayed and Missing State Observations NeurIPS 2023 End-to-End Deep Reinforcement Learning for Conversation Disentanglement AAAI 2023 Enhancing Generative Retrieval with Reinforcement Learning from Relevance Feedback EMNLP 2023 Enhancing Language Model with Unit Test Techniques for Efficient Regular Expression Generation EMNLP 2023 Enhancing Task-oriented Dialogue Systems with Generative Post-processing Networks EMNLP 2023 Expansive Latent Planning for Sparse Reward Offline Reinforcement Learning CoRL 2023 Exploratory Inference Learning for Scribble Supervised Semantic Segmentation AAAI 2023