Task diversity produces systematic transfer but inhibits continual reinforcement learning

Purab Seth, Neil Shah, Kunal Jha +3

Continual reinforcement learning aims to produce agents that learn not only to improve at their current tasks but also to adapt as task distributions change. Training an agent on m…