policy
Program-Synthesis-using-PG
Priyanshu-pg · PyTorch
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Overview
Name
Program-Synthesis-using-PG
Author
Priyanshu-pg
Framework
PyTorch
License
unknown
Skill type
other
Evidence level
untested
Task description
This repository aims to synthesize programs in BrainFuck language. It takes Input-Output examples as input to generate program. The model uses Reinforcement learning to train model to generate model. The agent in RL task is generative RNN model, which samples programs in BF.
Spaces
Action space
other · 0-dim · 0Hz
Observation space
- type: other
Links
HuggingFace repo
null
Paper (arXiv)
null
Compatible robots
3+17 mentioned but not in catalog yetCompatible environments
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Datasets that reference this policy
0No datasets reference Program-Synthesis-using-PG yet.