Agent Systems

Causal Discovery and Reinforcement Learning: A Synergistic Integration PGM 2022 CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning NAACL 2022 Chaining Simultaneous Thoughts for Numerical Reasoning EMNLP 2022 ChatMatch: Evaluating Chatbots by Autonomous Chat Tournaments ACL 2022 CLEAR: Improving Vision-Language Navigation with Cross-Lingual, Environment-Agnostic Representations NAACL 2022 CoBERL: Contrastive BERT for Reinforcement Learning ICLR 2022 CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning NeurIPS 2022 Collaborative Decision Making Using Action Suggestions NeurIPS 2022 Communicating via Markov Decision Processes ICML 2022 Compositional Generalization in Grounded Language Learning via Induced Model Sparsity NAACL 2022 Concentration Network for Reinforcement Learning of Large-Scale Multi-Agent Systems AAAI 2022 Confusion Detection for Adaptive Conversational Strategies of An Oral Proficiency Assessment Interview Agent Interspeech 2022 Consent as a Foundation for Responsible Autonomy AAAI 2022 Context-Aware Language Modeling for Goal-Oriented Dialogue Systems NAACL 2022 Context-Aware Transfer Attacks for Object Detection AAAI 2022 Contextual Bandits with Large Action Spaces: Made Practical ICML 2022 Continuous Scene Representations for Embodied AI CVPR 2022 Contrastive Instruction-Trajectory Learning for Vision-Language Navigation AAAI 2022 Criticality-Based Advice in Reinforcement Learning (Student Abstract) AAAI 2022 Cue-bot: A Conversational Agent for Assistive Technology ACL 2022 DANLI: Deliberative Agent for Following Natural Language Instructions EMNLP 2022 Database Search Results Disambiguation for Task-Oriented Dialog Systems NAACL 2022 Data-Enabled Gradient Flow as Feedback Controller: Regulation of Linear Dynamical Systems to Minimizers of Unknown Functions L4DC 2022 Decentralized, Communication- and Coordination-free Learning in Structured Matching Markets NeurIPS 2022 Deceptive Decision-Making under Uncertainty AAAI 2022