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Agent Systems

3885 directly classified papers

Papers per year

Papers

Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance ACL 2024

LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments ACL 2024

Towards Uncertainty-Aware Language Agent ACL 2024

Limited Query Graph Connectivity Test AAAI 2024

Carbon Footprint Reduction for Sustainable Data Centers in Real-Time AAAI 2024

Navigating Uncertainty in Epidemic Contexts with Reinforcement Learning AAAI 2024

AI-Assisted Human Teamwork AAAI 2024

Enhancing Robotics with Cognitive Capabilities AAAI 2024

Using Reinforcement Learning to Iteratively Construct Road Networks from Satellite Images and GPS Data AAAI 2024

Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games ACL 2024

Exploration, Exploitation, and Engagement in Multi-Armed Bandits with Abandonment JMLR 2024

Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining ACL 2024

InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews ACL 2024

ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages ACL 2024

BIPED: Pedagogically Informed Tutoring System for ESL Education ACL 2024

TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation ACL 2024

QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction ACL 2024

Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization ACL 2024

Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers ACL 2024

Multi-Task Inference: Can Large Language Models Follow Multiple Instructions at Once? ACL 2024

Experiential Co-Learning of Software-Developing Agents ACL 2024

Speaker Verification in Agent-generated Conversations ACL 2024

Benchmarking Data Science Agents ACL 2024

WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models ACL 2024

Multimodal Contextualized Semantic Parsing from Speech ACL 2024