A multi-agent cooperative reinforcement learning model using a hierarchy of consultants, tutors and workers

- Abed-Alguni, Bilal H., Chalup, Stephan K., Henskens, Frans A., Paul, David J.

Boosting Exploration in Actor-Critic Algorithms by Incentivizing Plausible Novel States

- Banerjee, Chayan, Chen, Zhiyong, Noman, Nasimul

Cooperative reinforcement learning for independent learners

- Abed-Alguni, Bilal Hashem Kalil

Improving sample efficiency in deep reinforcement learning based control of dynamic systems

- Banerjee, Chayan

Learning nursery rhymes using adaptive parameter neurodynamic programming

- Walker, Josiah, Chalup, Stephan K.

Modelling railway traffic management through multi-agent systems and reinforcement learning

- Bretas, A., Mendes, A., Chalup, S., Jackson, M., Clement, R., Sanhueza, C.

NENYA: Cascade Reinforcement Learning for Cost-Aware Failure Mitigation at Microsoft 365

- Wang, Lu, Zhao, Pu, Zhang, Hongyu, Rajmohan, Saravan, Zhang, Dongmei, Du, Chao, Luo, Chuan, Su, Mengna, Yang, Fangkai, Liu, Yudong, Lin, Qingwei, Wang, Min, Dang, Yingnong

Of matchers and maximizers: how competition shapes choice under risk and uncertainty

- Schulze, Christin, van Ravenzwaaij, Don, Newell, Ben R.

Optimal Actor-Critic Policy With Optimized Training Datasets

- Banerjee, Chayan, Chen, Zhiyong, Noman, Nasimul, Zamani, Mohsen

Physics Informed Intrinsic Rewards in Reinforcement Learning

- Jiang, Jiazhou, Fu, Minyue, Chen, Zhiyong

Reinforcement Learning Based Multi-Agent Resilient Control: From Deep Neural Networks to an Adaptive Law

- Hou, Jian, Wang, Fangyuan, Wang, Lili, Chen, Zhiyong

Reinforcement learning for constrained energy trading games with incomplete information

- Wang, Huiwei, Huang, Tingwen, Liao, Xiaofeng, Abu-Rub, Haitham, Chen, Guo

Reinforcement learning using expectation maximization based guided policy search for stochastic dynamics

- Mallick, Prakash, Chen, Zhiyiong, Zamani, Mohsen

Reinforcement learning, logic and evolutionary computation: a learning classifier system approach to relational reinforcement learning

- Mellor, Drew

Robot emotions generated and modulated by visual features of the environment

- Wong, Aaron S. W., Nicklin, Steven, Hong, Kenny, Chalup, Stephan K., Walla, Peter

Stochastic Optimal Control for Multivariable Dynamical Systems Using Expectation Maximization

- Mallick, Prakash, Chen, Zhiyong

Towards neural knowledge DNA

- Zhang, Haoxi, Sanín, Cesar, Szczerbicki, Edward, Zhu, Ming