Agent Systems

NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models COLING 2025 NeSyC: A Neuro-symbolic Continual Learner For Complex Embodied Tasks In Open Domains ICLR 2025 Neural Assembler: Learning to Generate Fine-Grained Robotic Assembly Instructions from Multi-View Images AAAI 2025 Neural Combinatorial Clustered Bandits for Recommendation Systems AAAI 2025 Neural Control and Certificate Repair via Runtime Monitoring AAAI 2025 Neuro-Guided Graph Search for Symbolic Regression (Student Abstract) AAAI 2025 No Black Boxes: Interpretable and Interactable Predictive Healthcare with Knowledge-Enhanced Agentic Causal Discovery EMNLP 2025 Noise-conditioned Energy-based Annealed Rewards (NEAR): A Generative Framework for Imitation Learning from Observation ICLR 2025 Noise May Drown Out Words but Foster Compositionality: The Advantage of the Erasure and Deletion Noisy Channels on Emergent Communication IJCNLP 2025 Noise-Resilient Symbolic Regression with Dynamic Gating Reinforcement Learning AAAI 2025 Novel Demonstration Generation with Gaussian Splatting Enables Robust One-Shot Manipulation RSS 2025 NovPhy: A Physical Reasoning Benchmark for Open-World AI Systems Author Links Open Overlay Panel (Abstract Reprint) IJCAI 2025 NSU_PiedPiper at BLP-2025 Task 2: A Chain-of-Thought with Iterative Debugging Approach for Code Generation with Bangla Instruction AACL 2025 Nuclear Deployed!: Analyzing Catastrophic Risks in Decision-making of Autonomous LLM Agents ACL 2025 nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow ACL 2025 OAgents: An Empirical Study of Building Effective Agents EMNLP 2025 Observation Interference in Partially Observable Assistance Games ICML 2025 Observing Micromotives and Macrobehavior of Large Language Models IJCNLP 2025 OccuTriage: An AI Agent Orchestration Framework for Occupational Health Triage Prediction ACL 2025 Octopus: On-device language model for function calling of software APIs NAACL 2025 ODE-based Smoothing Neural Network for Reinforcement Learning Tasks ICLR 2025 Odyssey : Empowering Minecraft Agents with Open-World Skills IJCAI 2025 Of Mice and Machines: A Comparison of Learning Between Real World Mice and RL Agents ICML 2025 OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising COLING 2025 OMS: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via LLM Agent EMNLP 2025