OmniDRL: An Energy-Efficient Mobile Deep Reinforcement Learning Accelerators with Dual-mode Weight Compression and Direct Processing of Compressed Data

Deep Reinforcement Learning (DRL)▪ No Pre-labelled Data ➔ Training with Trial-and-errors!– Sequential decision making problems @ Unknown environments– Applications: gaming agent, autonomous systems, agent adaptation