[PDF][PDF] Structure in reinforcement learning: A survey and open problems

A Mohan, A Zhang, M Lindauer - arXiv preprint arXiv:2306.16021, 2023 - academia.edu
Reinforcement Learning (RL), bolstered by the expressive capabilities of Deep Neural
Networks (DNNs) for function approximation, has demonstrated considerable success in …

Structure in Deep Reinforcement Learning: A Survey and Open Problems

A Mohan, A Zhang, M Lindauer - Journal of Artificial Intelligence Research, 2024 - jair.org
Reinforcement Learning (RL), bolstered by the expressive capabilities of Deep Neural
Networks (DNNs) for function approximation, has demonstrated considerable success in …

A Patterns Framework for Incorporating Structure in Deep Reinforcement Learning

A Mohan, A Zhang, M Lindauer - Sixteenth European Workshop on … - openreview.net
Reinforcement Learning (RL), empowered by Deep Neural Networks (DNNs) for function
approximation, has achieved notable success in diverse applications. However, its …