Agent Systems

How to talk so AI will learn: Instructions, descriptions, and autonomy NeurIPS 2022 HyperDQN: A Randomized Exploration Method for Deep Reinforcement Learning ICLR 2022 “I Don’t Think So”: Summarizing Policy Disagreements for Agent Comparison AAAI 2022 iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control AAAI 2022 Imitation Learning by Estimating Expertise of Demonstrators ICML 2022 Imitation Learning from Observations under Transition Model Disparity ICLR 2022 Improving Large-Scale Conversational Assistants using Model Interpretation based Training Sample Selection EMNLP 2022 In a Nutshell, the Human Asked for This: Latent Goals for Following Temporal Specifications ICLR 2022 Incentivizing Combinatorial Bandit Exploration NeurIPS 2022 Inductive synthesis of finite-state controllers for POMDPs UAI 2022 Influence-Augmented Local Simulators: a Scalable Solution for Fast Deep RL in Large Networked Systems ICML 2022 Inpaint2Learn: A Self-Supervised Framework for Affordance Learning WACV 2022 Input-to-State Stable Neural Ordinary Differential Equations with Applications to Transient Modeling of Circuits L4DC 2022 INQUIRE: INteractive Querying for User-aware Informative REasoning CoRL 2022 Instance-optimal PAC Algorithms for Contextual Bandits NeurIPS 2022 Interaction-Grounded Learning with Action-Inclusive Feedback NeurIPS 2022 Introducing Symmetries to Black Box Meta Reinforcement Learning AAAI 2022 Irrational, but Adaptive and Goal Oriented: Humans Interacting with Autonomous Agents IJCAI 2022 iSDF: Real-Time Neural Signed Distance Fields for Robot Perception RSS 2022 ISEEQ: Information Seeking Question Generation Using Dynamic Meta-Information Retrieval and Knowledge Graphs AAAI 2022 Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator EMNLP 2022 Iterative Sound Source Localization for Unknown Number of Sources Interspeech 2022 Keep Me Updated! Memory Management in Long-term Conversations EMNLP 2022 Know Thyself: Transferable Visual Control Policies Through Robot-Awareness ICLR 2022 Lagrangian Method for Q-Function Learning (with Applications to Machine Translation) ICML 2022