RLBench

A large-scale reinforcement learning benchmark for robot manipulation built on CoppeliaSim (V-REP). RLBench provides 100 diverse tasks with demonstrations, sparse and shaped rewards, and multiple observation types. Each task has language descriptions, enabling evaluation of language-conditioned and multi-task manipulation policies.