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Agent Systems

3885 directly classified papers

Papers per year

Papers

AgentReview: Exploring Peer Review Dynamics with LLM Agents EMNLP 2024

Human-oriented Representation Learning for Robotic Manipulation RSS 2024

Stein Variational Ergodic Search RSS 2024

Agile But Safe: Learning Collision-Free High-Speed Legged Locomotion RSS 2024

Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback NIPS 2024

Discovering plasticity rules that organize and maintain neural circuits NIPS 2024

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments NIPS 2024

READ: Retrieval-Enhanced Asymmetric Diffusion for Motion Planning CVPR 2024

Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents CVPR 2024

NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security NIPS 2024

CulturePark: Boosting Cross-cultural Understanding in Large Language Models NIPS 2024

Aligning Audio-Visual Joint Representations with an Agentic Workflow NIPS 2024

SkiLD: Unsupervised Skill Discovery Guided by Factor Interactions NIPS 2024

Rapid Motor Adaptation for Robotic Manipulator Arms CVPR 2024

Binding Touch to Everything: Learning Unified Multimodal Tactile Representations CVPR 2024

CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making NIPS 2024

Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration NIPS 2024

Retrieval-Augmented Embodied Agents CVPR 2024

CustomListener: Text-guided Responsive Interaction for User-friendly Listening Head Generation CVPR 2024

Smart Help: Strategic Opponent Modeling for Proactive and Adaptive Robot Assistance in Households CVPR 2024

Harmonious Mobility for Robots that Work with and around People AAAI 2024

Sequential Model-Based Diagnosis by Systematic Search (Abstract Reprint) AAAI 2024

TaskBench: Benchmarking Large Language Models for Task Automation NIPS 2024

Grounding Multimodal Large Language Models in Actions NIPS 2024

Leveraging Environment Interaction for Automated PDDL Translation and Planning with Large Language Models NIPS 2024