Agent Systems

Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games ACL 2024 Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL NeurIPS 2024 Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling NeurIPS 2024 Decompose, Analyze and Rethink: Solving Intricate Problems with Human-like Reasoning Cycle NeurIPS 2024 DEEM: Dynamic Experienced Expert Modeling for Stance Detection COLING 2024 Deep Equilibrium Algorithmic Reasoning NeurIPS 2024 Deep Neural Room Acoustics Primitive ICML 2024 DELAN: Dual-Level Alignment for Vision-and-Language Navigation by Cross-Modal Contrastive Learning COLING 2024 Demonstrating Adaptive Mobile Manipulation in Retail Environments RSS 2024 Demonstrating Event-Triggered Investigation and Sample Collection for Human Scientists using Field Robots and Large Foundation Models RSS 2024 Demonstrating HOUND: A Low-cost Research Platform for High-speed Off-road Underactuated Nonholonomic Driving RSS 2024 Demonstrating OK-Robot: What Really Matters in Integrating Open-Knowledge Models for Robotics RSS 2024 DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents NAACL 2024 Designs for Enabling Collaboration in Human-Machine Teaming via Interactive and Explainable Systems NeurIPS 2024 Devil’s Advocate: Anticipatory Reflection for LLM Agents EMNLP 2024 DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization AAAI 2024 DiaLoc: An Iterative Approach to Embodied Dialog Localization CVPR 2024 DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model CVPR 2024 diff History for Neural Language Agents ICML 2024 DIFFTACTILE: A Physics-based Differentiable Tactile Simulator for Contact-rich Robotic Manipulation ICLR 2024 DiffuserLite: Towards Real-time Diffusion Planning NeurIPS 2024 Diffusion-based Curriculum Reinforcement Learning NeurIPS 2024 Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning NeurIPS 2024 DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning NeurIPS 2024 Digital Life Project: Autonomous 3D Characters with Social Intelligence CVPR 2024