agents

Agent-as-a-Judge: Evaluate Agents with Agents ICML 2025 Agent Reviewers: Domain-specific Multimodal Agents with Shared Memory for Paper Review ICML 2025 Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems ICML 2025 Fleet of Agents: Coordinated Problem Solving with Large Language Models ICML 2025 Gravity-Bench-v1: A Benchmark on Gravitational Physics Discovery for Agents ICML 2025 PAC Learning with Improvements ICML 2025 PiML: Automated Machine Learning Workflow Optimization using LLM Agents AutoML 2025 Position: Scaling LLM Agents Requires Asymptotic Analysis with LLM Primitives ICML 2025 RE-Bench: Evaluating Frontier AI R&D Capabilities of Language Model Agents against Human Experts ICML 2025 Should Decision-Makers Reveal Classifiers in Online Strategic Classification? ICML 2025 The Limits of Predicting Agents from Behaviour ICML 2025 Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems ICML 2025 BAGEL: Bootstrapping Agents by Guiding Exploration with Language ICML 2024 CompeteAI: Understanding the Competition Dynamics of Large Language Model-based Agents ICML 2024 GPTSwarm: Language Agents as Optimizable Graphs ICML 2024 Optimally Improving Cooperative Learning in a Social Setting ICML 2024 Position: Towards Unified Alignment Between Agents, Humans, and Environment ICML 2024 Position: Video as the New Language for Real-World Decision Making ICML 2024 VideoAgent: Long-form Video Understanding with Large Language Model as Agent ECCV 2024