Agent Systems

DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models ICLR 2024 Direct Multi-Turn Preference Optimization for Language Agents EMNLP 2024 Discerning Temporal Difference Learning AAAI 2024 Discovering Agents (Abstract Reprint) AAAI 2024 Discovering plasticity rules that organize and maintain neural circuits NeurIPS 2024 DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents NeurIPS 2024 Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning NeurIPS 2024 Disentangling Linear Quadratic Control with Untrusted ML Predictions NeurIPS 2024 Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal Algorithms NeurIPS 2024 Distributional Successor Features Enable Zero-Shot Policy Optimization NeurIPS 2024 Diverse Projection Ensembles for Distributional Reinforcement Learning ICLR 2024 DMBP: Diffusion model-based predictor for robust offline reinforcement learning against state observation perturbations ICLR 2024 DocPilot: Copilot for Automating PDF Edit Workflows in Documents ACL 2024 Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? ACL 2024 DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models (Exemplified as A Video Agent) ICML 2024 Do's and Don'ts: Learning Desirable Skills with Instruction Videos NeurIPS 2024 DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning ICML 2024 Dual-View Visual Contextualization for Web Navigation CVPR 2024 DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented Dialogues COLING 2024 Dynamic Evaluation of Large Language Models by Meta Probing Agents ICML 2024 Dynamic Knowledge Injection for AIXI Agents AAAI 2024 Dynamic Planning for LLM-based Graphical User Interface Automation EMNLP 2024 E2CL: Exploration-based Error Correction Learning for Embodied Agents EMNLP 2024 EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading AAAI 2024 EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities ACL 2024