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05/22/2022
Offline Policy Comparison with Confidence: Benchmarks and Baselines
Decision makers often wish to use offline historical data to compare seq...
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10/19/2020
Dream and Search to Control: Latent Space Planning for Continuous Control
Learning and planning with latent space dynamics has been shown to be us...
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06/06/2020
Understanding Finite-State Representations of Recurrent Policy Networks
We introduce an approach for understanding finite-state machine (FSM) re...
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11/29/2018
Learning Finite State Representations of Recurrent Policy Networks
Recurrent neural networks (RNNs) are an effective representation of cont...
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10/31/2017