2022
DNS: Determinantal Point Process Based Neural Network Sampler for Ensemble Reinforcement Learning
ICML 2022spotlight
The application of an ensemble of neural networks is becoming an imminent tool for advancing state-of-the-art deep reinforcement learning algorithms. However, training these large numbers of neural networks in the ensemble has an exceedingly high computation cost which may become a hindrance in trai…