Distributed Multitask Reinforcement Learning with Quadratic Convergence

Rasul Tutunov, Dongho Kim, Haitham Bou Ammar

Neural Information Processing Systems 

Multitask reinforcement learning (MTRL) suffers from scalability issues when the number of tasks or trajectories grows large.