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Agent Systems

3,885 papers

Papers per year

Papers

Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language Use EMNLP 2024
Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning NIPS 2024
Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario EMNLP 2024
Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement EMNLP 2024
ChatMol Copilot: An Agent for Molecular Modeling and Computation Powered by LLMs ACL 2024
Jump Starting Bandits with LLM-Generated Prior Knowledge EMNLP 2024
An NLP-Focused Pilot Training Agent for Safe and Efficient Aviation Communication NAACL 2024
Generating Demonstrations for In-Context Compositional Generalization in Grounded Language Learning EMNLP 2024
RecWizard: A Toolkit for Conversational Recommendation with Modular, Portable Models and Interactive User Interface AAAI 2024
EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities ACL 2024
Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions CVPR 2024
Learning to Assist Humans without Inferring Rewards NIPS 2024
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments NIPS 2024
JOADAA: Joint Online Action Detection and Action Anticipation WACV 2024
SPO: Sequential Monte Carlo Policy Optimisation NIPS 2024
Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation NIPS 2024
SocialBench: Sociality Evaluation of Role-Playing Conversational Agents ACL 2024
Continual Dialogue State Tracking via Reason-of-Select Distillation ACL 2024
Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants’ API Invocation Capabilities COLING 2024
ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation CVPR 2024
MultiPLY: A Multisensory Object-Centric Embodied Large Language Model in 3D World CVPR 2024
MANDREL: Modular Reinforcement Learning Pipelines for Material Discovery AAAI 2024
Foundations of Multivariate Distributional Reinforcement Learning NIPS 2024
Discovering plasticity rules that organize and maintain neural circuits NIPS 2024
Exploration by Learning Diverse Skills through Successor State Representations NIPS 2024