Case Study: Designing an Effective Dialogue System for Generating Driving Scenarios to Test Autonomous Vehicles
Conversational Code Generation: Enhancing Autonomous Vehicle Testing In the age of rapid technological advancement, autonomous vehicles stand at the forefront…
Enhanced OTA Classification Using Trainable Analog Combining Techniques
Universal Approximation with XL MIMO Systems: A Breakthrough in Wireless Communication and Edge Inference Submitted on 17 Apr 2025 (v1),…
Framework and Benchmark for Developing Self-Evolving Agents Through Experience-Driven Lifelong Learning
Building Self-Evolving Agents: Experience-Driven Lifelong Learning Introduction to Self-Evolving Agents As artificial intelligence (AI) continues to advance towards a form…
Enhancing Bioprocess Control with Reinforcement Learning and Behavior Cloning: A Case Study in Industrial Photobioreactors
Advancements in Bioprocess Control: Reinforcement Learning for pH Regulation in Photobioreactors Living cells function as intricate factories, converting light, nutrients,…
Scalable Solutions Driven by Expert Domain Knowledge
Submitted on: 17 Dec 2024 (v1), last revised: 8 Sep 2025 (v3) Authors: Hanyin Wang, Chufan Gao, Qiping Xu, Bolun…
Enhancing Instruction-Guided Reinforcement Learning with Cross-Modal Auxiliary Objectives
Exploring CAREL: Instruction-Guided Reinforcement Learning In the world of artificial intelligence and machine learning, the quest for developing more sophisticated…
Maestro: Optimizing Joint Graph and Configuration for Enhanced AI Agent Reliability
Unveiling Maestro: The Next Generation Optimizer for Large Language Model Agents In the rapidly evolving landscape of artificial intelligence, particularly…
Optimizing Query-Guided Representation Alignment for Enhanced Question Answering Across Audio, Video, Sensors, and Natural Language
RAVEN: Revolutionizing Multimodal Question Answering In the rapidly evolving landscape of artificial intelligence, multimodal question answering (QA) systems have emerged…
Evaluating LLMs: Proof or Bluff? Insights from the 2025 USA Math Olympiad
Evaluating Large Language Models Through the Lens of 2025 USA Math Olympiad Introduction to the Study In March 2025, a…
Creating a Comprehensive High-Quality Dataset for Classical Arabic to English Translation
ATHAR Dataset: Bridging the Gap in Classical Arabic to English Translation Introduction The study of Classical Arabic holds immense significance…
