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06/24/2023
Minigrid Miniworld: Modular Customizable Reinforcement Learning Environments for Goal-Oriented Tasks
We present the Minigrid and Miniworld libraries which provide a suite of...
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08/10/2020
DeepDrummer : Generating Drum Loops using Deep Learning and a Human in the Loop
DeepDrummer is a drum loop generation tool that uses active learning to ...
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07/24/2020
BabyAI 1.1
The BabyAI platform is designed to measure the sample efficiency of trai...
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02/02/2020
Combating False Negatives in Adversarial Imitation Learning
In adversarial imitation learning, a discriminator is trained to differe...
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01/01/2020
Options of Interest: Temporal Abstraction with Interest Functions
Temporal abstraction refers to the ability of an agent to use behaviours...
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12/01/2019
Automated curriculum generation for Policy Gradients from Demonstrations
In this paper, we present a technique that improves the process of train...
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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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11/09/2019
Robo-PlaNet: Learning to Poke in a Day
Recently, the Deep Planning Network (PlaNet) approach was introduced as ...
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10/18/2018