Someone else has mentioned Kiln; I'd also add the Bush.
Beyond London, Chichester (90 minutes from Victoria on the train, give or take) is a nice day out, and the Chichester Festival Theatre is excellent.
(Looking forward to seeing their production of ASSASSINS next month.)
