edbeeching/decision-transformer-gym-halfcheetah-medium

Decision Transformer model trained on medium trajectories sampled from the Gym HalfCheetah environment

This is a trained Decision Transformer model trained on medium trajectories sampled from the Gym HalfCheetah environment.

The following normlization coeficients are required to use this model:

mean = [-0.06845774, 0.01641455, -0.18354906, -0.27624607, -0.34061527, -0.09339716, -0.21321271, -0.08774239, 5.1730075, -0.04275195, -0.03610836, 0.14053793, 0.06049833, 0.09550975, 0.067391, 0.00562739, 0.01338279]

std = [0.07472999, 0.30234998, 0.3020731, 0.34417078, 0.17619242, 0.5072056, 0.25670078, 0.32948127, 1.2574149, 0.7600542, 1.9800916, 6.5653625, 7.4663677, 4.472223, 10.566964, 5.6719327, 7.498259]

See our Blog Post, Colab notebook or Example Script for usage.