Ilya Kuzovkin

Addressing Sample Complexity in Visual Tasks Using HER and Hallucinatory GANs

Reinforcement Learning (RL) algorithms typically require millions of environment interactions to learn successful policies in sparse reward settings. Hindsight Experience Replay (HER) was introduced as a technique to increase sample efficiency by reimagining unsuccessful trajectories as successful o…