Agent Systems

Learning on the Go: A Meta-learning Object Navigation Model ICCV 2025 Learning Personalized Decision Support Policies AAAI 2025 Learning Precise Affordances from Egocentric Videos for Robotic Manipulation ICCV 2025 Learning Robust Representations with Long-Term Information for Generalization in Visual Reinforcement Learning ICLR 2025 Learning Strategic Language Agents in the Werewolf Game with Iterative Latent Space Policy Optimization ICML 2025 Learning Structured World Models From and For Physical Interactions AAAI 2025 Learning to Ask: When LLM Agents Meet Unclear Instruction EMNLP 2025 Learning to Collaborate with Unknown Agents in the Absence of Reward AAAI 2025 Learning to Contextualize Web Pages for Enhanced Decision Making by LLM Agents ICLR 2025 Learning to Play Like Humans: A Framework for LLM Adaptation in Interactive Fiction Games ACL 2025 Learning to Search from Demonstration Sequences ICLR 2025 Learning Transformer-based World Models with Contrastive Predictive Coding ICLR 2025 LegalAgentBench: Evaluating LLM Agents in Legal Domain ACL 2025 Less is More: Empowering GUI Agent with Context-Aware Simplification ICCV 2025 Leveling the Playing Field: Carefully Comparing Classical and Learned Controllers for Quadrotor Trajectory Tracking RSS 2025 Leveraging Dual Process Theory in Language Agent Framework for Real-time Simultaneous Human-AI Collaboration ACL 2025 LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries ACL 2025 LICORICE: Label-Efficient Concept-Based Interpretable Reinforcement Learning ICLR 2025 LIDDIA: Language-based Intelligent Drug Discovery Agent EMNLP 2025 Lift3D Policy: Lifting 2D Foundation Models for Robust 3D Robotic Manipulation CVPR 2025 Lightweight Neural App Control ICLR 2025 LiLMaps: Learnable Implicit Language Maps WACV 2025 Listening to Patients: Detecting and Mitigating Patient Misreport in Medical Dialogue System ACL 2025 LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent Applications NAACL 2025 LITMUS++ : An Agentic System for Predictive Analysis of Low-Resource Languages Across Tasks and Models IJCNLP 2025