Reviews: Reinforcement Learning with Convex Constraints

Neural Information Processing Systems 

The paper describes a new technique for RL with convex constraints. This is an important topic for robustness. The proposed technique is novel and significant. However, the experiments are somewhat preliminary. Nevertheless the paper makes an important contribution and it is clearly above the bar for publishing.