Solving Compositional Reinforcement Learning Problems via Task Reduction

When to Trust Your Model: Model-Based Policy Optimization

NeurIPS'19, 2019. [All Versions]. [Post]

Reinforcement learning: A survey

Journal of Artificial Intelligence Research, 1996. [All Versions]. Leslie Kaelbling's review on reinforcement learning

TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL

ICML'21, 2021. [All Versions]. [Project]

Constrained Policy Optimization

ICML'17, 2017. [All Versions]. The original paper on constrained reinforcement learning (safe reinforcement learning)