2023
Information Content Exploration.
CoRR, 2023

Scope Loss for Imbalanced Classification and RL Exploration.
CoRR, 2023

2022
Surprise Minimizing Multi-Agent Learning with Energy-based Models.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
TradeR: Practical Deep Hierarchical Reinforcement Learning for Trade Execution.
CoRR, 2021

2020
Energy-based Surprise Minimization for Multi-Agent Value Factorization.
CoRR, 2020

Evolve To Control: Evolution-based Soft Actor-Critic for Scalable Reinforcement Learning.
CoRR, 2020

2016
Optimized decentralized control of large scale systems.
Proceedings of the 12th IEEE International Conference on Control and Automation, 2016