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06/15/2023
Datasets and Benchmarks for Offline Safe Reinforcement Learning
This paper presents a comprehensive benchmarking suite tailored to offli...
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07/19/2022
Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal Reasoning
As a pivotal component to attaining generalizable solutions in human int...
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02/04/2022
A Survey on Safety-Critical Driving Scenario Generation – A Methodological Perspective
Autonomous driving systems have witnessed a significant development duri...
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10/26/2021
CausalAF: Causal Autoregressive Flow for Goal-Directed Safety-Critical Scenes Generation
Goal-directed generation, aiming for solving downstream tasks by generat...
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07/31/2021
Voice Reconstruction from Silent Speech with a Sequence-to-Sequence Model
Silent Speech Decoding (SSD) based on Surface electromyography (sEMG) ha...
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02/23/2021
Controllable and Diverse Text Generation in E-commerce
In E-commerce, a key challenge in text generation is to find a good trad...
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09/15/2020