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Agent Systems

3885 directly classified papers

Papers per year

Papers

RL-GPT: Integrating Reinforcement Learning and Code-as-policy NIPS 2024

Latent Learning Progress Drives Autonomous Goal Selection in Human Reinforcement Learning NIPS 2024

Construction of a Multiple-DOF Underactuated Gripper with Force-Sensing via Deep Learning RSS 2024

ScrewMimic: Bimanual Imitation from Human Videos with Screw Space Projection RSS 2024

3D Diffusion Policy: Generalizable Visuomotor Policy Learning via Simple 3D Representations RSS 2024

RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning EMNLP 2024

CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading EMNLP 2024

Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement EMNLP 2024

Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering EMNLP 2024

Direct Multi-Turn Preference Optimization for Language Agents EMNLP 2024

AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation EMNLP 2024

An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making EMNLP 2024

Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs EMNLP 2024

How Far Can We Extract Diverse Perspectives from Large Language Models? EMNLP 2024

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning EMNLP 2024

MetaReflection: Learning Instructions for Language Agents using Past Reflections EMNLP 2024

AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks? EMNLP 2024

Enhancing Reinforcement Learning with Dense Rewards from Language Model Critic EMNLP 2024

Efficient Sequential Decision Making with Large Language Models EMNLP 2024

Speech After Gender: A Trans-Feminine Perspective on Next Steps for Speech Science and Technology INTERSPEECH 2024

Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations EMNLP 2024

OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer EMNLP 2024

PCQPR: Proactive Conversational Question Planning with Reflection EMNLP 2024

CodeAgent: Autonomous Communicative Agents for Code Review EMNLP 2024

Predicting Future Actions of Reinforcement Learning Agents NIPS 2024