In this work we propose learning an ensemble of policies related through potential-based shaping rewards via the off-policy Horde framework.
['Anna Harutyunyan', 'Tim Brys', 'Peter Vrancx', 'Ann Nowé']
Off-policy shaping ensembles in reinforcement learning