Abstract: Multi-objective reinforcement learning (MORL) is a structured approach for optimizing tasks with multiple objectives. However, it often relies on pre-defined reward functions, which can be ...

Machine learning is reshaping the way portfolios are built, monitored, and adjusted. Investors are no longer limited to ...

AI data trainer roles have moved from obscure contractor gigs to a visible career path with clear pay bands and defined ...

This is a fork of "RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization" to make it more portable for ease of use in research. The goal of this repository is to provide an easier way ...

Start 2026 strong with 25+ practical New Year resolution ideas for Indian students. Boost your academic performance, personal growth, career skills, and well-being with this actionable guide tailored ...

You can install cognac from pip very easily if you want to use the environment and all standard features out-of-the-box.

AI and Robotics (AIR), Institute of Material Handling and Logistics (IFL), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany Dexterous manipulation is a crucial yet highly complex challenge ...

Abstract: In this letter, we address the problem of behavior-based cooperative navigation of mobile robots usingsafe multi-agent reinforcement learning (MARL). Our work is the first to focus on ...