We tested the notion that action observation engages learning processes and mnemonic representations overlapping with those engaged in actual performance. An identical number of training instances, actual performance, or observation, was afforded on a finger opposition sequence task. Both training modes resulted in immediate gains in performance, as well as in robust delayed, "off-line," gains, indicating post-training consolidation. However, the expression of delayed gains could be blocked by the subsequent performance of a second sequence (post-training interference), but not by its observation. The mnemonic representations of "how-to" knowledge acquired from actual or observed movement may not overlap.[Supplemental material is available for this article.]The observation of action can lead to subsequent specific performance gains, presumably facilitating learning processes (Heyes and Foster 2002;Brown et al. 2003;Torriero et al. 2007;Hayes et al. 2010;Zhang et al. 2011). It is not clear, however, to what degree the beneficial effects of observation reflect a direct recruitment of the motor network involved in actual movement execution; specifically, whether the recruitment of the motor network through putative systems such as the "mirror neuron system," or an "action observation network" (AON) overlaps with the recruitment of the motor network in actual performance (Hari et al. 1998;Buccino et al. 2001;Calvo-Merino et al. 2006;Gazzola and Keysers 2009;Mukamel et al. 2010).This is a pertinent question given that there is increasing evidence that taskspecific changes in the motor cortex constitute an important part of the mnemonic representation of well-trained movement sequences (Karni et al. 1998;Yang et al. 2009Yang et al. , 2014Xu et al. 2010;Gabitov et al. 2014) and that along Hebbian lines, neurons involved in task execution are an integral part of the subsequent mnemonic representation. The AON presumably matches the perceived action with a neural representation within the motor repertoire of the observer. There is evidence, nevertheless, for performance gains even in observing new motor tasks, for which no representation is available in the observer's repertoire (Mattar and Gribble 2005;Stefan et al. 2005;Gatti et al. 2013).The aim of Experiment 1 was to compare the training-related performance gains in two training modes: actual training (Act) and training by observation (Obs) given equal practice on a five-element sequence of opposition movements ( Fig. 2A). Skill acquisition in different brain systems (modalities) is characterized by a distinct time-course (phases) (Karni and Sagi 1991, 1993;Karni 1996;Ari-Even Roth et al. 2005) presumably reflecting a similar repertoire of basic mechanism of plasticity and procedural memory consolidation processes (Karni and Bertini 1997;Dudai 2004;Robertson et al. 2004). Thus, a reasonable expectation would be that the acquisition of motor skills by observation would show phases of learning similar to those known to characterize learning when physical motor training...