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GitHub - informalsystems/quint: An executable specification language with delightful tooling based on the temporal logic of actions (TLA)

An executable specification language with delightful tooling based on the temporal logic of actions (TLA) - GitHub - informalsystems/quint: An executable specification language with delightful tooling based on the temporal logic of actions (TLA)
Thomas Pani Igor Konnov Shon Feder Ivan Gavran Philip Offtermatt Gabriela Moreira
Source: github.com

"Lifelong reinforcement learning with temporal logic formulas and rewar" by Xuejing Zheng, Chao Yu et al.

Continuously learning new tasks using high-level ideas or knowledge is a key capability of humans. In this paper, we propose lifelong reinforcement learning with sequential linear temporal logic formulas and reward machines (LSRM), which enables an agent to leverage previously learned knowledge to accelerate the learning of logically specified tasks. For a more flexible specification of tasks, we first introduce sequential linear temporal logic (SLTL), which is a supplement to the existing linea...
Lifelong Reinforcement Learning Reward Machine Temporal Logic
Source: uow.edu.au

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