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Agent Systems

3,885 papers

Papers per year

Papers

PDDLEGO: Iterative Planning in Textual Environments NAACL 2024
Personalized Reinforcement Learning with a Budget of Policies AAAI 2024
Leveraging Environment Interaction for Automated PDDL Translation and Planning with Large Language Models NIPS 2024
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning NIPS 2024
Active Perception for Grasp Detection via Neural Graspness Field NIPS 2024
From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection NIPS 2024
Advancing Social Intelligence in AI Agents: Technical Challenges and Open Questions EMNLP 2024
Random features approximation for control-affine systems L4DC 2024
HoneyComb: A Flexible LLM-Based Agent System for Materials Science EMNLP 2024
ADEA: An Argumentative Dialogue Dataset on Ethical Issues Concerning Future A.I. Applications COLING 2024
Can an AI Agent Safely Run a Government? Existence of Probably Approximately Aligned Policies NIPS 2024
Relative Policy-Transition Optimization for Fast Policy Transfer AAAI 2024
TaskBench: Benchmarking Large Language Models for Task Automation NIPS 2024
Limited Query Graph Connectivity Test AAAI 2024
SLM as Guardian: Pioneering AI Safety with Small Language Model EMNLP 2024
Smart Help: Strategic Opponent Modeling for Proactive and Adaptive Robot Assistance in Households CVPR 2024
Can You Rely on Synthetic Labellers in Preference-Based Reinforcement Learning? It’s Complicated AAAI 2024
OpenEQA: Embodied Question Answering in the Era of Foundation Models CVPR 2024
Self-Renewal Prompt Optimizing with Implicit Reasoning EMNLP 2024
Devil’s Advocate: Anticipatory Reflection for LLM Agents EMNLP 2024
FinBPM: A Framework for Portfolio Management-based Financial Investor Behavior Perception Model EACL 2024
AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents NIPS 2024
Learning Hybrid Dynamics Models with Simulator-Informed Latent States AAAI 2024
Empathy and AI: Achieving Equitable Microtransit for Underserved Communities IJCAI 2024
LINGO-Space: Language-Conditioned Incremental Grounding for Space AAAI 2024