Agent Systems

SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models NeurIPS 2024 Soft Self-Consistency Improves Language Models Agents ACL 2024 SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents ICLR 2024 SOTOPIA-π: Interactive Learning of Socially Intelligent Language Agents ACL 2024 Spatially-Aware Speaker for Vision-and-Language Navigation Instruction Generation ACL 2024 Spatially-Aware Transformers for Embodied Agents ICLR 2024 Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation AAAI 2024 Speaker Verification in Agent-generated Conversations ACL 2024 Speech After Gender: A Trans-Feminine Perspective on Next Steps for Speech Science and Technology Interspeech 2024 Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? NeurIPS 2024 SPIN: Simultaneous Perception Interaction and Navigation CVPR 2024 SPO: Sequential Monte Carlo Policy Optimisation NeurIPS 2024 SPRINQL: Sub-optimal Demonstrations driven Offline Imitation Learning NeurIPS 2024 SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent EMNLP 2024 Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning NeurIPS 2024 STEER: Assessing the Economic Rationality of Large Language Models ICML 2024 Stein Variational Ergodic Search RSS 2024 StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback ACL 2024 Steve-Eye: Equipping LLM-based Embodied Agents with Visual Perception in Open Worlds ICLR 2024 Stochastic Constrained Contextual Bandits via Lyapunov Optimization Based Estimation to Decision Framework COLT 2024 Stochastic Multi-Armed Bandits with Strongly Reward-Dependent Delays AISTATS 2024 Stop! Planner Time: Metareasoning for Probabilistic Planning Using Learned Performance Profiles AAAI 2024 StraGo: Harnessing Strategic Guidance for Prompt Optimization EMNLP 2024 StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving NeurIPS 2024 StreamBench: Towards Benchmarking Continuous Improvement of Language Agents NeurIPS 2024