Agent Systems

Eureka: Human-Level Reward Design via Coding Large Language Models ICLR 2024 Evaluating Language Model Agency Through Negotiations ICLR 2024 Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation NAACL 2024 Evaluation and Continual Improvement for an Enterprise AI Assistant NAACL 2024 Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor NeurIPS 2024 Executable Code Actions Elicit Better LLM Agents ICML 2024 ExpeL: LLM Agents Are Experiential Learners AAAI 2024 Experiential Co-Learning of Software-Developing Agents ACL 2024 Expert-level protocol translation for self-driving labs NeurIPS 2024 Exploration by Learning Diverse Skills through Successor State Representations NeurIPS 2024 Exploration, Exploitation, and Engagement in Multi-Armed Bandits with Abandonment JMLR 2024 Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following NeurIPS 2024 EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning EACL 2024 Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View ACL 2024 Exploring Gradient Explosion in Generative Adversarial Imitation Learning: A Probabilistic Perspective AAAI 2024 Exploring the Promise and Limits of Real-Time Recurrent Learning ICLR 2024 FacetCRS: Multi-Faceted Preference Learning for Pricking Filter Bubbles in Conversational Recommender System AAAI 2024 FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking EMNLP 2024 Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement Learning NeurIPS 2024 Federated Online Adaptation for Deep Stereo CVPR 2024 Feedback control guides credit assignment in recurrent neural networks NeurIPS 2024 Feedback Loops With Language Models Drive In-Context Reward Hacking ICML 2024 Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark NeurIPS 2024 FinBPM: A Framework for Portfolio Management-based Financial Investor Behavior Perception Model EACL 2024 FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making NeurIPS 2024