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06/07/2023
Goal-conditioned GFlowNets for Controllable Multi-Objective Molecular Design
In recent years, in-silico molecular design has received much attention ...
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12/22/2021
Direct Behavior Specification via Constrained Reinforcement Learning
The standard formulation of Reinforcement Learning lacks a practical way...
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06/23/2020
Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization
Adversarial imitation learning alternates between learning a discriminat...
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11/28/2019
Option-critic in cooperative multi-agent systems
In this paper, we investigate learning temporal abstractions in cooperat...
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08/06/2019