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Agent Systems

3,885 papers

Papers per year

Papers

AutoAgents: A Framework for Automatic Agent Generation IJCAI 2024
Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents EMNLP 2024
SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories EMNLP 2024
Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning AAAI 2024
When Your AIs Deceive You: Challenges of Partial Observability in Reinforcement Learning from Human Feedback NIPS 2024
Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments NIPS 2024
Unifying Top-down and Bottom-up Scanpath Prediction Using Transformers CVPR 2024
ChatDev: Communicative Agents for Software Development ACL 2024
Navigating Uncertainty in Epidemic Contexts with Reinforcement Learning AAAI 2024
TinyAgent: Function Calling at the Edge EMNLP 2024
Applying Reinforcement Learning and Multi-Generators for Stage Transition in an Emotional Support Dialogue System INTERSPEECH 2024
MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues ACL 2024
Effective Approach to LTLf Best-Effort Synthesis in Multi-Tier Environments IJCAI 2024
Aligning to Thousands of Preferences via System Message Generalization NIPS 2024
AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases NIPS 2024
Object Dynamics Modeling with Hierarchical Point Cloud-based Representations CVPR 2024
AgentReview: Exploring Peer Review Dynamics with LLM Agents EMNLP 2024
Learning to Cooperate with Humans using Generative Agents NIPS 2024
Errors are Robustly Tamed in Cumulative Knowledge Processes COLT 2024
‘Why Didn’t You Allocate This Task to Them?’ Negotiation-Aware Task Allocation and Contrastive Explanation Generation AAAI 2024
DocPilot: Copilot for Automating PDF Edit Workflows in Documents ACL 2024
A Benchmark for Recipe Understanding in Artificial Agents COLING 2024
Analytically Tractable Models for Decision Making under Present Bias AAAI 2024
Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs EMNLP 2024
Stochastic Multi-Armed Bandits with Strongly Reward-Dependent Delays AISTATS 2024