Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
decision-transformer-rubikscube-v0 – AI Model by hishamcse | AlphaNeural AI
You can deploy this model and start earning money today!
hishamcse
/
decision-transformer-rubikscube-v0
like
0
transformers
safetensors
decision_transformer
generated_from_trainer
reinforcement-learning
deep-reinfocement-learning
rubiks-cube
decision-transformer
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
Model description
An offline decision transformer based agent for solving Rubiks Cube.
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-advanced-decisiontransformer-rubikscube
Training and evaluation data
Please see the kaggle notebook:
https://www.kaggle.com/code/syedjarullahhisham/drl-advanced-decisiontransformer-rubikscube
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 0.001
train_batch_size: 256
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 20000
Training results
Framework versions
Transformers 4.41.2
Pytorch 2.1.2
Datasets 2.19.2
Tokenizers 0.19.1
