Jul 27, 2026
Explainable Reinforcement Learning for assisting Air Traffic Controllers
Explainable Reinforcement Learning for assisting Air Traffic Controllers This research explores how to make Reinforcement Learning (RL) systems more transpar...
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AI Research Papers
Understand new AI research with readable explanations and links to the original papers.
Jul 27, 2026
TRACE-ROUTER: Task-Consistent and Adaptive Online Routing for Agentic AI
TRACE-Router: Task-Consistent and Adaptive Online Routing for Agentic AI Modern enterprise AI often relies on a mix of large, powerful models and smaller, fa...
Jul 27, 2026
Agentic Root Cause Analysis through Evidence-Grounded Reasoning
Agentic Root Cause Analysis through Evidence-Grounded Reasoning Industrial systems are complex, and when they behave abnormally, identifying the specific phy...
Jul 27, 2026
IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation
IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation Large Language Models (LLMs) are increasingly used to assist in scientific discovery,...
Jul 27, 2026
A Roadmap to Impactful Pluralistic Alignment Research
A Roadmap to Impactful Pluralistic Alignment Research argues that while the field of pluralistic AI—the effort to make models that reflect diverse human valu...
Jul 27, 2026
Dynamic Capability Scoping for Enterprise AI Agents: A Synthetic Dataset and Three-Source Permission Architecture
Dynamic Capability Scoping for Enterprise AI Agents: A Synthetic Dataset and Three-Source Permission Architecture Enterprise AI agents are often given a "sta...
Jul 27, 2026
SceneActBench: Can Agents Act on the 3D Scenes They See?
SceneActBench: Can Agents Act on the 3D Scenes They See? Vision-language model (VLM) agents are increasingly being used to interact with 3D environments rath...
Jul 24, 2026
Detecting LLM-Generated Tokens in Human--LLM Coauthored Text
Detecting LLM-Generated Tokens in Human--LLM Coauthored Text As human-AI collaboration becomes common, documents often contain a mix of human-written and mac...
Jul 24, 2026
Unsupervised Consensus-Based Anomaly Detection for Spatiotemporal Malaria Incidence in Ghana
Unsupervised Consensus-Based Anomaly Detection for Spatiotemporal Malaria Incidence in Ghana This research introduces a new way to monitor malaria in Ghana b...
Jul 24, 2026
Multimodal Pretraining for Generalizable EEG Representation Learning
Multimodal Pretraining for Generalizable EEG Representation Learning This research introduces a new foundation model designed to improve how we detect and an...
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