Ego-Foresight: Self-supervised Learning of Agent-Aware Representations for Improved RL

Manuel Serra Nunes, Atabak Dehban, Yiannis Demiris +1

Despite the significant advances in Deep Reinforcement Learning (RL) observed in the last decade, the amount of training experience necessary to learn effective policies remains on…