Task diversity produces systematic transfer but inhibits continual reinforcement learning

Purab Seth, Neil Shah, Ishaan Sinha +4

Continual reinforcement learning (RL) aims to produce agents that never stop adapting to new tasks. A key question is how this interacts with the diversity of tasks an agent experi…