Agent Systems

Deep Reinforcement Learning for High-Frequency Market Making ACML 2022 Detecting Incorrect Visual Demonstrations for Improved Policy Learning CoRL 2022 Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 EMNLP 2022 Diagnosing Vision-and-Language Navigation: What Really Matters NAACL 2022 Differential Assessment of Black-Box AI Agents AAAI 2022 DiffG-RL: Leveraging Difference between Environment State and Common Sense EMNLP 2022 DiPS: Differentiable Policy for Sketching in Recommender Systems AAAI 2022 Discovering Generalizable Spatial Goal Representations via Graph-based Active Reward Learning ICML 2022 Disentangling Controlled Effects for Hierarchical Reinforcement Learning CLeaR 2022 Distinguish Sense from Nonsense: Out-of-Scope Detection for Virtual Assistants EMNLP 2022 Distributed Neural Network Control with Dependability Guarantees: a Compositional Port-Hamiltonian Approach L4DC 2022 Don’t Copy the Teacher: Data and Model Challenges in Embodied Dialogue EMNLP 2022 DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning NeurIPS 2022 Dungeons and Data: A Large-Scale NetHack Dataset NeurIPS 2022 Dynamic Dialogue Policy for Continual Reinforcement Learning COLING 2022 EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RL NeurIPS 2022 Emergence of Hierarchical Reference Systems in Multi-agent Communication COLING 2022 Empathetic Persuasion: Reinforcing Empathy and Persuasiveness in Dialogue Systems NAACL 2022 End-to-End Learning of Hybrid Inverse Dynamics Models for Precise and Compliant Impedance Control RSS 2022 Engineering Socially-Oriented Autonomous Agents and Multiagent Systems IJCAI 2022 EnvEdit: Environment Editing for Vision-and-Language Navigation CVPR 2022 ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine NeurIPS 2022 Evaluating Agent Interactions Through Episodic Knowledge Graphs COLING 2022 Evolving Curricula with Regret-Based Environment Design ICML 2022 Evo-NeRF: Evolving NeRF for Sequential Robot Grasping of Transparent Objects CoRL 2022