Agent Systems

Accelerating Goal-Conditioned Reinforcement Learning Algorithms and Research ICLR 2025 ACEBench: A Comprehensive Evaluation of LLM Tool Usage EMNLP 2025 A Cognitive Writing Perspective for Constrained Long-Form Text Generation ACL 2025 A Comparative Study of Human-operated and AI-driven Guidance with a Teleoperated Mobile Robot IJCNLP 2025 A Computationally Grounded Framework for Cognitive Attitudes AAAI 2025 A Constrained Text Revision Agent via Iterative Planning and Searching ACL 2025 A Conversational Agent Framework for Multimodal Knowledge Retrieval: A Case Study in FHWA InfoHighway Web Portal Queries ACL 2025 ActionStudio: A Lightweight Framework for Data and Training of Large Action Models EMNLP 2025 Active Geospatial Search for Efficient Tenant Eviction Outreach AAAI 2025 Active Perception Meets Rule-Guided RL: A Two-Phase Approach for Precise Object Navigation in Complex Environments ICCV 2025 Active Reinforcement Learning Strategies for Offline Policy Improvement AAAI 2025 ACT: Knowledgeable Agents to Design and Perform Complex Tasks ACL 2025 AD-AGENT: A Multi-agent Framework for End-to-end Anomaly Detection IJCNLP 2025 ADAM: An Embodied Causal Agent in Open-World Environments ICLR 2025 AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations ACL 2025 AdaptFlow: Adaptive Workflow Optimization via Meta-Learning EMNLP 2025 Adapting LLM Agents with Universal Communication Feedback NAACL 2025 Adaptive Agents for Mixed-Initiative Human-AI Collaborations AAAI 2025 Adaptive Attacks Break Defenses Against Indirect Prompt Injection Attacks on LLM Agents NAACL 2025 Adaptive Coopetition: Leveraging Coarse Verifier Signals for Resilient Multi-Agent LLM Reasoning IJCNLP 2025 Adaptive LLM Routing under Budget Constraints EMNLP 2025 Adaptive Market Making with Inventory Constraints via Online Learning AAAI 2025 Adaptive Self-improvement LLM Agentic System for ML Library Development ICML 2025 Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger ACL 2025 ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model AAAI 2025