hishamcse/decision-transformer-halfcheetah-v4

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decision-transformer-halfcheetah-v4

This model was trained from scratch on the halfcheetah-expert-v2 dataset. For full code see: https://www.kaggle.com/code/syedjarullahhisham/drl-adv-hf-decisiontransformer-halfcheetah-hopper

Codes

Github repos(Give a star if found useful):

• —https://github.com/hishamcse/DRL-Renegades-Game-Bots
• —https://github.com/hishamcse/Advanced-DRL-Renegades-Game-Bots
• —https://github.com/hishamcse/Robo-Chess

Kaggle Notebook:

• —https://www.kaggle.com/code/syedjarullahhisham/drl-adv-hf-decisiontransformer-halfcheetah-hopper

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 0.0001
• —trainbatchsize: 128
• —evalbatchsize: 16
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —lrschedulerwarmup_ratio: 0.1
• —num_epochs: 240

Framework versions

• —Transformers 4.41.2
• —Pytorch 2.1.2
• —Datasets 2.19.2
• —Tokenizers 0.19.1