autonomous agent

Enhancing LLM Agent Safety via Causal Influence Prompting ACL 2025 Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub ACL 2025 EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms NAACL 2025 From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery EMNLP 2025 From Capabilities to Performance: Evaluating Key Functional Properties of LLM Architectures in Penetration Testing EMNLP 2025 GUI Agents: A Survey ACL 2025 How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on tau-bench EMNLP 2025 How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond ACL 2025 KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph ACL 2025 LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents EMNLP 2025 LEAP & LEAN: Look-ahead Planning and Agile Navigation for LLM Agents ACL 2025 Learning Evolving Tools for Large Language Models ICLR 2025 Learning to Negotiate via Voluntary Commitment AISTATS 2025 LIDDIA: Language-based Intelligent Drug Discovery Agent EMNLP 2025 Linear Supervision for Nonlinear, High-Dimensional Neural Control and Differential Games L4DC 2025 LLM Agents Making Agent Tools ACL 2025 MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs ACL 2025 Meta-Tool: Unleash Open-World Function Calling Capabilities of General-Purpose Large Language Models ACL 2025 Multi-Agent Collaboration via Cross-Team Orchestration ACL 2025 NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls EMNLP 2025 Nuclear Deployed!: Analyzing Catastrophic Risks in Decision-making of Autonomous LLM Agents ACL 2025 Odyssey : Empowering Minecraft Agents with Open-World Skills IJCAI 2025 OSCAR: Operating System Control via State-Aware Reasoning and Re-Planning ICLR 2025 ResearStudio: A Human-intervenable Framework for Building Controllable Deep Research Agents EMNLP 2025 Simulating Human-like Daily Activities with Desire-driven Autonomy ICLR 2025