gt4sd.frameworks.gflownet.loss.td_loss module

Summary

Classes:

TDLoss

Temporal Difference implementation, see Flow Network based Generative Models for Non-Iterative Diverse Candidate Generation Emmanuel Bengio, Moksh Jain, Maksym Korablyov, Doina Precup, Yoshua Bengio https://arxiv.org/abs/2106.04399.

Reference

class TDLoss

Bases: object

Temporal Difference implementation, see Flow Network based Generative Models for Non-Iterative Diverse Candidate Generation Emmanuel Bengio, Moksh Jain, Maksym Korablyov, Doina Precup, Yoshua Bengio https://arxiv.org/abs/2106.04399.

Code adapted from: https://github.com/GFNOrg/gflownet

__init__()

Args:

__dict__ = mappingproxy({'__module__': 'gt4sd.frameworks.gflownet.loss.td_loss', '__doc__': 'Temporal Difference implementation, see\n    `Flow Network based Generative Models for Non-Iterative Diverse Candidate Generation`\n    Emmanuel Bengio, Moksh Jain, Maksym Korablyov, Doina Precup, Yoshua Bengio\n    https://arxiv.org/abs/2106.04399.\n\n    Code adapted from: https://github.com/GFNOrg/gflownet\n    ', '__init__': <function TDLoss.__init__>, '__dict__': <attribute '__dict__' of 'TDLoss' objects>, '__weakref__': <attribute '__weakref__' of 'TDLoss' objects>, '__annotations__': {}})

__doc__ = 'Temporal Difference implementation, see\n    `Flow Network based Generative Models for Non-Iterative Diverse Candidate Generation`\n    Emmanuel Bengio, Moksh Jain, Maksym Korablyov, Doina Precup, Yoshua Bengio\n    https://arxiv.org/abs/2106.04399.\n\n    Code adapted from: https://github.com/GFNOrg/gflownet\n    '

__module__ = 'gt4sd.frameworks.gflownet.loss.td_loss'

__weakref__

list of weak references to the object (if defined)