nip.parameters.types.SpgVariantType

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nip.parameters.types.SpgVariantType#

nip.parameters.types.SpgVariantType#

Type for SPG variants.

spg

Stackelberg Policy Gradient [FCR20].

pspg

SPG with clipped PPO loss.

lola

Learning with Opponent-Learning Awareness [FCAS+18].

pola

LOLA with clipped PPO loss.

sos

Stable Opponent Shaping [LFB+19].

psos

SOS with clipped PPO loss.

alias of Literal[‘spg’, ‘pspg’, ‘lola’, ‘pola’, ‘sos’, ‘psos’]