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03/03/2023
Eventual Discounting Temporal Logic Counterfactual Experience Replay
Linear temporal logic (LTL) offers a simplified way of specifying tasks ...
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06/20/2022
Policy Optimization with Linear Temporal Logic Constraints
We study the problem of policy optimization (PO) with linear temporal lo...
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03/02/2021
Minimax Model Learning
We present a novel off-policy loss function for learning a transition mo...
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11/15/2019
Empirical Study of Off-Policy Policy Evaluation for Reinforcement Learning
Off-policy policy evaluation (OPE) is the problem of estimating the onli...
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03/20/2019