Agent Systems

JIGGLE: An Active Sensing Framework for Boundary Parameters Estimation in Deformable Surgical Environments RSS 2024 JOADAA: Joint Online Action Detection and Action Anticipation WACV 2024 JoTR: A Joint Transformer and Reinforcement Learning Framework for Dialogue Policy Learning COLING 2024 Jump Starting Bandits with LLM-Generated Prior Knowledge EMNLP 2024 KALM: Knowledgeable Agents by Offline Reinforcement Learning from Large Language Model Rollouts NeurIPS 2024 Khronos: A Unified Approach for Spatio-Temporal Metric-Semantic SLAM in Dynamic Environments RSS 2024 Knowledge-centered conversational agents with a drive to learn NAACL 2024 L2MAC: Large Language Model Automatic Computer for Extensive Code Generation ICLR 2024 Lagrangian inspired polynomial estimator for black-box learning and control of underactuated systems L4DC 2024 LangNav: Language as a Perceptual Representation for Navigation NAACL 2024 LangSuit·E: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments ACL 2024 Language Agents: Foundations, Prospects, and Risks EMNLP 2024 Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game ICML 2024 Language Agent Tree Search Unifies Reasoning, Acting, and Planning in Language Models ICML 2024 Language-Augmented Symbolic Planner for Open-World Task Planning RSS 2024 Language Grounded Multi-agent Reinforcement Learning with Human-interpretable Communication NeurIPS 2024 Language-guided World Models: A Model-based Approach to AI Control ACL 2024 Language Model Adaption for Reinforcement Learning with Natural Language Action Space ACL 2024 Large Language Model-based Human-Agent Collaboration for Complex Task Solving EMNLP 2024 Large Language Models Are Neurosymbolic Reasoners AAAI 2024 Large Language Models as Generalizable Policies for Embodied Tasks ICLR 2024 Large Language Models as Tool Makers ICLR 2024 Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation NeurIPS 2024 LASO: Language-guided Affordance Segmentation on 3D Object CVPR 2024 Latent Learning Progress Drives Autonomous Goal Selection in Human Reinforcement Learning NeurIPS 2024