The present invention relates to a lithium battery, and, more specifically, to an all-solid-state lithium battery that can generate a stable voltage and current. The novelty herein resides in the use of a solid electrolyte comprising a crosslinked macromolecular copolymer made from a polyoxyalkylene chain-containing polymeric compound and a polyorganosiloxane chain that carries the lithium carboxylate group.