Agent Systems

OpenEQA: Embodied Question Answering in the Era of Foundation Models CVPR 2024 OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models NAACL 2024 OpenWebAgent: An Open Toolkit to Enable Web Agents on Large Language Models ACL 2024 OPEx: A Component-Wise Analysis of LLM-Centric Agents in Embodied Instruction Following ACL 2024 Opponent Modeling with In-context Search NeurIPS 2024 Optimistic Information Directed Sampling COLT 2024 Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks NeurIPS 2024 OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models ICML 2024 OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments NeurIPS 2024 Parallel and Proximal Linear-Quadratic Methods for Real-Time Constrained Model-Predictive Control RSS 2024 PCQPR: Proactive Conversational Question Planning with Reflection EMNLP 2024 PDDLEGO: Iterative Planning in Textual Environments NAACL 2024 Pearl: A Production-Ready Reinforcement Learning Agent JMLR 2024 PEARL: Preference Extraction with Exemplar Augmentation and Retrieval with LLM Agents EMNLP 2024 Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations AAAI 2024 Performative Control for Linear Dynamical Systems NeurIPS 2024 Personalized Abstractive Summarization by Tri-agent Generation Pipeline EACL 2024 Personalized Instance-based Navigation Toward User-Specific Objects in Realistic Environments NeurIPS 2024 Personalized Reinforcement Learning with a Budget of Policies AAAI 2024 Personal Large Language Model Agents: A Case Study on Tailored Travel Planning EMNLP 2024 Physically consistent modeling & identification of nonlinear friction with dissipative Gaussian processes L4DC 2024 Physics-Regulated Deep Reinforcement Learning: Invariant Embeddings ICLR 2024 Planning and Editing What You Retrieve for Enhanced Tool Learning NAACL 2024 Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios ACL 2024 Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs NeurIPS 2024