Agent Systems

Embodied Image Captioning: Self-supervised Learning Agents for Spatially Coherent Image Descriptions ICCV 2025 Embodied Representation Alignment with Mirror Neurons ICCV 2025 EmbodiedSplat: Personalized Real-to-Sim-to-Real Navigation with Gaussian Splats from a Mobile Device ICCV 2025 Embodied VideoAgent: Persistent Memory from Egocentric Videos and Embodied Sensors Enables Dynamic Scene Understanding ICCV 2025 Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents ACL 2025 emg2tendon: From sEMG Signals to Tendon Control in Musculoskeletal Hands RSS 2025 Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning ACL 2025 EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety EMNLP 2025 EMOS: Embodiment-aware Heterogeneous Multi-robot Operating System with LLM Agents ICLR 2025 Empowering LLM Agents with Zero-Shot Optimal Decision-Making through Q-learning ICLR 2025 EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human Actions ACL 2025 Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions ACL 2025 Enabling Realtime Reinforcement Learning at Scale with Staggered Asynchronous Inference ICLR 2025 Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance EMNLP 2025 Encoder of Thoughts: Enhancing Planning Ability in Language Agents Through Structural Embedding AAAI 2025 Encouraging Good Processes Without the Need for Good Answers: Reinforcement Learning for LLM Agent Planning EMNLP 2025 End-to-End Automated Item Generation and Scoring for Adaptive English Writing Assessment with Large Language Models ACL 2025 Enhancing Criminal Investigation Analysis with Summarization and Memory-based Retrieval-Augmented Generation: A Comprehensive Evaluation of Real Case Data COLING 2025 Enhancing Decision-Making for LLM Agents via Step-Level Q-Value Models AAAI 2025 Enhancing Decision-Making of Large Language Models via Actor-Critic ICML 2025 Enhancing Efficiency and Exploration in Reinforcement Learning for LLMs EMNLP 2025 Enhancing Language Model Agents using Diversity of Thoughts ICLR 2025 Enhancing LLM Agent Safety via Causal Influence Prompting ACL 2025 Enhancing LLM-based Hatred and Toxicity Detection with Meta-Toxic Knowledge Graph ACL 2025 Enhancing LLM-Based Social Bot via an Adversarial Learning Framework EMNLP 2025