2024
Blending Imitation and Reinforcement Learning for Robust Policy Improvement
ICLR 2024spotlight
While reinforcement learning (RL) has shown promising performance, its sample complexity continues to be a substantial hurdle, restricting its broader application across a variety of domains. Imitation learning (IL) utilizes oracles to improve sample efficiency, yet it is often constrained by the qu…