ETHER: Aligning Emergent Communication for Hindsight Experience Replay
ETHER extends Hindsight Experience Replay by using an unsupervised visual referential game as an auxiliary task to teach agents how to communicate with natural language. This allows RL agents in sparse reward settings to learn effective communication protocols, significantly improving sample efficiency and performance compared to previous methods.