Agent Systems

IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction ACL 2025 ImagineNav: Prompting Vision-Language Models as Embodied Navigator through Scene Imagination ICLR 2025 Imagine, Verify, Execute: Memory-guided Agentic Exploration with Vision-Language Models CoRL 2025 Implicit Behavioral Alignment of Language Agents in High-Stakes Crowd Simulations EMNLP 2025 Improvements to the Generate-and-Complete Approach to Conformant Planning IJCAI 2025 ImProver: Agent-Based Automated Proof Optimization ICLR 2025 Improving Model Alignment Through Collective Intelligence of Open-Source Models ICML 2025 Improving Parallel Program Performance with LLM Optimizers via Agent-System Interfaces ICML 2025 Improving Retrospective Language Agents via Joint Policy Gradient Optimization NAACL 2025 In-Context Reinforcement Learning with Retrieval-Augmented Generation for Text-to-SQL COLING 2025 Incremental Summarization for Customer Support via Progressive Note-Taking and Agent Feedback EMNLP 2025 INDOORWORLD : Integrating Physical Task Solving and Social Simulation in A Heterogeneous Multi-Agent Environment EMNLP 2025 Inefficiencies of Meta Agents for Agent Design EMNLP 2025 InfAL: Inference Time Adversarial Learning for Improving Research Ideation EMNLP 2025 Infer Human’s Intentions Before Following Natural Language Instructions AAAI 2025 Infogent: An Agent-Based Framework for Web Information Aggregation NAACL 2025 Inherent and emergent liability issues in LLM-based agentic systems: a principal-agent perspective ACL 2025 InnateCoder: Learning Programmatic Options with Foundation Models IJCAI 2025 INREACT: An Inspire-Then-Reinforce Training Framework For Multimodal GUI Agent EMNLP 2025 InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation ICLR 2025 Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models CVPR 2025 InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating ACL 2025 Instant Policy: In-Context Imitation Learning via Graph Diffusion ICLR 2025 Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey IJCAI 2025 Interactive and Expressive Code-Augmented Planning with Large Language Models ACL 2025