In a lot of ways, the field has already come to this conclusion. At NeurIPS this year some of the biggest topics in Deep RL were model-based RL and meta-learning for RL, both of which aim to learn a generalized representation of an environment that can be used in a variety of downstream tasks.
Comments
In a lot of ways, the field has already come to this conclusion. At NeurIPS this year some of the biggest topics in Deep RL were model-based RL and meta-learning for RL, both of which aim to learn a generalized representation of an environment that can be used in a variety of downstream tasks.