ASTRO: Adaptive Stitching via Dynamics-Guided Trajectory Rollouts

Hang Yu, Di Zhang, Qiwei Du +5

Offline reinforcement learning (RL) enables agents to learn optimal policies from pre-collected datasets. However, datasets containing suboptimal and fragmented trajectories presen…