t-DGR: A Trajectory-Based Deep Generative Replay Method for Continual Learning in Decision Making

William Yue, Bo Liu, Peter Stone

Deep generative replay has emerged as a promising approach for continual learning in decision-making tasks. This approach addresses the problem of catastrophic forgetting by levera…