Agent Systems

Programmable Motion Generation for Open-Set Motion Control Tasks CVPR 2024 PromISe: Releasing the Capabilities of LLMs with Prompt Introspective Search COLING 2024 Promptable Closed-loop Traffic Simulation CoRL 2024 PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization ICLR 2024 Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning AAAI 2024 Prospector: Improving LLM Agents with Self-Asking and Trajectory Ranking EMNLP 2024 Provable Interactive Learning with Hindsight Instruction Feedback ICML 2024 Provably and Practically Efficient Adversarial Imitation Learning with General Function Approximation NeurIPS 2024 Proving Theorems Recursively NeurIPS 2024 PsychoGAT: A Novel Psychological Measurement Paradigm through Interactive Fiction Games with LLM Agents ACL 2024 Quality-Diversity Algorithms Can Provably Be Helpful for Optimization IJCAI 2024 QuBE: Question-based Belief Enhancement for Agentic LLM Reasoning EMNLP 2024 QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction ACL 2024 Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario EMNLP 2024 QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis EMNLP 2024 R2E: Turning any Github Repository into a Programming Agent Environment ICML 2024 RaDA: Retrieval-augmented Web Agent Planning with LLMs ACL 2024 Random features approximation for control-affine systems L4DC 2024 Rapid Motor Adaptation for Robotic Manipulator Arms CVPR 2024 Rating-Based Reinforcement Learning AAAI 2024 READ: Retrieval-Enhanced Asymmetric Diffusion for Motion Planning CVPR 2024 RealDex: Towards Human-like Grasping for Robotic Dexterous Hand IJCAI 2024 Reason for Future, Act for Now: A Principled Architecture for Autonomous LLM Agents ICML 2024 Reasoning about Causality in Games (Abstract Reprint) AAAI 2024 RecMind: Large Language Model Powered Agent For Recommendation NAACL 2024