Artificial Intelligence › Core AI ›

Agent Systems

3885 directly classified papers

Papers per year

Papers

MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues ACL 2024

Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents ACL 2024

On the Multi-turn Instruction Following for Conversational Web Agents ACL 2024

Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents ACL 2024

BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents ACL 2024

PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion ACL 2024

Towards Objectively Benchmarking Social Intelligence of Language Agents at the Action Level ACL 2024

Budget-Constrained Tool Learning with Planning ACL 2024

CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation ACL 2024

Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models ACL 2024

MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization ACL 2024

InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment ACL 2024

RaDA: Retrieval-augmented Web Agent Planning with LLMs ACL 2024

LangSuit·E: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments ACL 2024

AGILE: A Novel Reinforcement Learning Framework of LLM Agents NIPS 2024

A Single Motor Nano Aerial Vehicle with Novel Peer-to-Peer Communication and Sensing Mechanism RSS 2024

DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning NIPS 2024

Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal Algorithms NIPS 2024

Policy Learning from Tutorial Books via Understanding, Rehearsing and Introspecting NIPS 2024

Towards the Transferability of Rewards Recovered via Regularized Inverse Reinforcement Learning NIPS 2024

Building Higher-Order Abstractions from the Components of Recommender Systems AAAI 2024

Habitat Synthetic Scenes Dataset (HSSD-200): An Analysis of 3D Scene Scale and Realism Tradeoffs for ObjectGoal Navigation CVPR 2024

GOAT-Bench: A Benchmark for Multi-Modal Lifelong Navigation CVPR 2024

Discovering Agents (Abstract Reprint) AAAI 2024

TrustAgent: Towards Safe and Trustworthy LLM-based Agents EMNLP 2024