Knowledge acquisition is the process of absorbing and storing new information in memory, the success of which is often gauged by how well the information can later be remembered (retrieved from memory).
In addition to acquiring knowledge, we need to better understand storing knowledge and activating knowledge, so that what we learn sticks with us for longer, and is easier for us to retrieve (retrieval 1) and use. In my eyes, learning is the combination of all of these concepts.