Frontiers

Effective school leadership enactment of GAI: a 5C’s framework for integration

Introduction: The integration of Generative Artificial Intelligence (GAI) into educational settings is rapidly transforming teaching and learning processes. As this shift unfolds, school leadership ...
IEEE

Meta-Learning Framework for Effective Few Shot Time Series Prediction

Abstract: Few shot time series forecasting is a significant challenge in fields such as healthcare, IoT, and finance, where data scarcity limits the effectiveness of traditional predictive models.
GitHub

Scaling Agentic Reinforcement Learning with a Multi-Turn, Multi-Task Framework

For a minimal example of how to use the environment framework, refer to examples/simple-calculator. For the environment and training data used in our paper, see AgentBench FC. For reproducing the ...
IEEE

IntNet: A Communication-Driven Multi-Agent Reinforcement Learning Framework for Cooperative Autonomous Driving

Abstract: Achieving safety in autonomous driving through Multi-Agent Reinforcement Learning (MARL) is a critical yet challenging task due to non-stationarity, partial observability, and the need for ...