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Agent Systems

3885 directly classified papers

Papers per year

Papers

Divergent Thoughts toward One Goal: LLM-based Multi-Agent Collaboration System for Electronic Design Automation NAACL 2025

Revealing the Barriers of Language Agents in Planning NAACL 2025

From Allies to Adversaries: Manipulating LLM Tool-Calling through Adversarial Injection NAACL 2025

Benchmarking Failures in Tool-Augmented Language Models NAACL 2025

Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning NAACL 2025

PAPILLON: Privacy Preservation from Internet-based and Local Language Model Ensembles NAACL 2025

When2Call: When (not) to Call Tools NAACL 2025

Towards Rationality in Language and Multimodal Agents: A Survey NAACL 2025

Manual-PA: Learning 3D Part Assembly from Instruction Diagrams ICCV 2025

DSBC : Data Science task Benchmarking with Context engineering AACL 2025

Cascaded Information Disclosure for Generalized Evaluation of Problem Solving Capabilities AACL 2025

ReGraph: Learning to Reformulate Graph Encodings with Large Language Models AACL 2025

EditGRPO: Reinforcement Learning with Post -Rollout Edits for Clinically Accurate Chest X-Ray Report Generation AACL 2025

Program Synthesis Dialog Agents for Interactive Decision-Making AACL 2025

RASTeR: Robust, Agentic, and Structured Temporal Reasoning AACL 2025

HARBOR: Exploring Persona Dynamics in Multi-Agent Competition AACL 2025

Investigating Feasibility of Large Language Model Agent Collaboration in Minecraft and Comparison with Human-Human Collaboration AACL 2025

LLM-Based Behavior Prediction for Social Media Users with Continuous Memory AACL 2025

Bad AI, Good AI: Rethinking the Agency of Our Artificial Teammates AAAI 2025

AutoMV: An Autonomous Agent Framework for Real Estate Marketing Video Generation AAAI 2025

Learning Logic Specifications for Policy Guidance in POMDPs: an Inductive Logic Programming Approach AAAI 2025

The POWER of Ikigai: Optimizing Life Fulfillment with an Integrated User Simulator and Adaptive Hobby Recommender AAAI 2025

Can LLMs Reliably Simulate Human Learner Actions? A Simulation Authoring Framework for Open-Ended Learning Environments AAAI 2025

Towards Better Robot Learners: Leveraging Implicit and Explicit Human Feedback Together in Human Robot Interactions AAAI 2025

Adaptive Agents for Mixed-Initiative Human-AI Collaborations AAAI 2025