Scalable Reinforcement Learning via Adaptive Batch Scaling

Jongchan Park

Conventional wisdom holds that large-batch training is fundamentally incompatible with Reinforcement Learning (RL) - beyond a modest threshold, increasing batch sizes typically yie…