IEEE

Deep Reinforcement Learning for Large-Scale Efficient Routing of Electric Vehicles

Abstract: Future smart transportation is anticipated to be much enhanced by autonomous electric vehicles, but efficient routing remains a challenge due to uncertainties and time constraints. Exact ...
GitHub

visual-reinforcement-learning

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 ...
IEEE

Deep Reinforcement Learning with Graph Neural Networks: An Indepth Analysis of Algorithms ...

Abstract: Deep Reinforcement Learning (DRL) enable several areas of artificial intelligence, including perception recognition, expert system, recommender program and game. Also, graph neural networks ...
GitHub

Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models

We propose TraceRL, a trajectory-aware reinforcement learning method for diffusion language models, which demonstrates the best performance among RL approaches for DLMs. We also introduce a ...