techtimes

Open-Source Coding Model Ornith-1.0 Writes Its Own Training Scaffold in Reinforcement Learning

DeepReinforce today released Ornith-1.0, a family of open-source coding models built around a mechanism most RL-trained agents avoid: the model itself writes the training harness that guides its own ...
IEEE

Effective Energy Management Technique for Fuel Cell Hybrid Electric Vehicle using Deep Reinforcement Learning Technique

Abstract: Fuel Cell Hybrid Electric Vehicles (FCHEVs) offer an environmentally friendly alternative to conventional vehicles, yet their performance heavily relies on the efficiency of their Energy ...
IEEE

Differential High Order Control Barrier Function-Based Safe Reinforcement Learning

Abstract: Safe reinforcement learning (RL) aims to learn policy while also ensuring the safety constraints. An increasingly common approach is to design a safety filter based on control barrier ...
GitHub

ReinFlow: Fine-tuning Flow Matching Policy with Online Reinforcement Learning

To fully reproduce our experiments, please refer to ReproduceExps.md. To download our training data and reproduce the plots in the paper, please refer to ...