Agent Systems

TRIP NEGOTIATOR: A Travel Persona-aware Reinforced Dialogue Generation Model for Personalized Integrative Negotiation in Tourism EMNLP 2024 True Knowledge Comes from Practice: Aligning Large Language Models with Embodied Environments via Reinforcement Learning ICLR 2024 TrustAgent: Towards Safe and Trustworthy LLM-based Agents EMNLP 2024 TS-Align: A Teacher-Student Collaborative Framework for Scalable Iterative Finetuning of Large Language Models EMNLP 2024 Two-Stage Evolutionary Reinforcement Learning for Enhancing Exploration and Exploitation AAAI 2024 UINav: A Practical Approach to Train On-Device Automation Agents NAACL 2024 Uncertainty Calibration for Tool-Using Language Agents EMNLP 2024 Unified Human-Scene Interaction via Prompted Chain-of-Contacts ICLR 2024 Unifying Top-down and Bottom-up Scanpath Prediction Using Transformers CVPR 2024 Unleashing Large-Scale Video Generative Pre-training for Visual Robot Manipulation ICLR 2024 Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration NAACL 2024 Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning ICLR 2024 Unlocking the Potential of Global Human Expertise NeurIPS 2024 Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback NeurIPS 2024 Unsupervised Object Interaction Learning with Counterfactual Dynamics Models AAAI 2024 Unsupervised Training Sequence Design: Efficient and Generalizable Agent Training AAAI 2024 Unveiling Options with Neural Network Decomposition ICLR 2024 Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation ACL 2024 UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction NeurIPS 2024 UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models EMNLP 2024 Using Reinforcement Learning to Iteratively Construct Road Networks from Satellite Images and GPS Data AAAI 2024 Using Unity to Help Solve Reinforcement Learning NeurIPS 2024 Vanishing Gradients in Reinforcement Finetuning of Language Models ICLR 2024 VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View AAAI 2024 VideoAgent: Long-form Video Understanding with Large Language Model as Agent ECCV 2024