Fill-and-Spill: Deep Reinforcement Learning Policy Gradient Methods for Reservoir Operation Decision and Controlby Sadegh Sadeghi…
Noisy Spiking Actor Network for Explorationby Ding Chen, Peixi Peng, Tiejun Huang, Yonghong TianFirst submitted…
Why Online Reinforcement Learning is Causalby Oliver Schulte, Pascal PoupartFirst submitted to arxiv on: 7…
Stop Regressing: Training Value Functions via Classification for Scalable Deep RLby Jesse Farebrother, Jordi Orbay,…
Sampling-based Safe Reinforcement Learning for Nonlinear Dynamical Systemsby Wesley A. Suttle, Vipul K. Sharma, Krishna…
Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agentby Xinyuan Wang, Dongjie Wang, Wangyang Ying,…
A Survey on Applications of Reinforcement Learning in Spatial Resource Allocationby Di Zhang, Moyang Wang,…
RACE-SM: Reinforcement Learning Based Autonomous Control for Social On-Ramp Mergingby Jordan PootsFirst submitted to arxiv…
SplAgger: Split Aggregation for Meta-Reinforcement Learningby Jacob Beck, Matthew Jackson, Risto Vuorio, Zheng Xiong, Shimon…
A Zero-Shot Reinforcement Learning Strategy for Autonomous Guidewire Navigationby Valentina Scarponi, Michel Duprez, Florent Nageotte,…