Self-supervised network distillation: an effective approach to exploration in sparse reward environments

Matej Pecháč, Michal Chovanec, Igor Farkaš

Reinforcement learning can solve decision-making problems and train an agent to behave in an environment according to a predesigned reward function. However, such an approach becom…