A Text-based Safety Benchmark for Reinforcement Learning ProblemsNgoc Lan HoangNicolas Galichetet al.2022NeurIPS 2022
MANDREL: Modular Reinforcement Learning Pipelines for Material DiscoveryClyde FareGeorge Holtet al.2024AAAI 2024
Logical Neural Networks to Serve Decision Making with MeaningNgoc Lan HoangAlexander Zadorojniy2022AAAI 2022
A Deep Learning application towards transparent communication for Payment for Forest Environmental Services (PES)Ngoc Lan HoangThu-Thuy Pham2021NeurIPS 2021
Distributional Actor-Critic for Risk-Sensitive Multi-Agent Reinforcement LearningNgoc Lan HoangEdward Pyzer-Knapp2019NeurIPS 2019
Adaptive Primal-Dual Method for Safe Reinforcement LearningWeiqin ChenJames Onyejizuet al.2024AAMAS 2024
Driving Data Generation in Molecular Discovery Through Development of Benchmark Reinforcement Learning EnvironmentsClyde FareLamogha Chiazoret al.2023INFORMS 2023
Reinforcement Learning for a system-of-systems approach in water managementNgoc Lan Hoang2021EGU 2021
Distillation of knowledge and opinion of LLMs in an opinion dynamic frameworkNgoc Lan HoangMichail Smyrnakiset al.2024INFORMS 2024
A multi leaders – follower framework for material discoveryNgoc Lan HoangMichail Smyrnakis2023INFORMS 2023