Complex sentence: Having no long-term memory, BEAM robots generally do not learn from past behavior, although there has been work in the BEAM community to address this issue.
Split into simpler sentences: Having no long-term memory, BEAM robots generally do not learn from past behavior. However, there has been work in the BEAM community to address this issue.