Learning from Demonstrations via Capability-Aware Goal Sampling

Yuanlin Duan, Yuning Wang, Wenjie Qiu +1

Despite its promise, imitation learning often fails in long-horizon environments where perfect replication of demonstrations is unrealistic and small errors can accumulate catastro…