Agent Systems

SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting EMNLP 2023 SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models NeurIPS 2023 Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search ICML 2023 Skill Transformer: A Monolithic Policy for Mobile Manipulation ICCV 2023 Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning EMNLP 2023 Social Motivation for Modelling Other Agents under Partial Observability in Decentralised Training IJCAI 2023 Spectral Decomposition Representation for Reinforcement Learning ICLR 2023 SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents NeurIPS 2023 SQA3D: Situated Question Answering in 3D Scenes ICLR 2023 State2Explanation: Concept-Based Explanations to Benefit Agent Learning and User Understanding NeurIPS 2023 State Value Generation with Prompt Learning and Self-Training for Low-Resource Dialogue State Tracking ACML 2023 STEVE-1: A Generative Model for Text-to-Behavior in Minecraft NeurIPS 2023 STORM: Efficient Stochastic Transformer based World Models for Reinforcement Learning NeurIPS 2023 STOW: Discrete-Frame Segmentation and Tracking of Unseen Objects for Warehouse Picking Robots CoRL 2023 Structural Concept Learning via Graph Attention for Multi-Level Rearrangement Planning CoRL 2023 Structured Neural-PI Control with End-to-End Stability and Output Tracking Guarantees NeurIPS 2023 SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning IJCAI 2023 Surrogate Assisted Generation of Human-Robot Interaction Scenarios CoRL 2023 SustainGym: Reinforcement Learning Environments for Sustainable Energy Systems NeurIPS 2023 SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks NeurIPS 2023 Synthetic Dialogue Dataset Generation using LLM Agents EMNLP 2023 Tactile-Filter: Interactive Tactile Perception for Part Mating RSS 2023 tagE: Enabling an Embodied Agent to Understand Human Instructions EMNLP 2023 Taming Continuous Posteriors for Latent Variational Dialogue Policies AAAI 2023 Target-Aware Tracking with Long-Term Context Attention AAAI 2023