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03/15/2023
Replay Buffer With Local Forgetting for Adaptive Deep Model-Based Reinforcement Learning
One of the key behavioral characteristics used in neuroscience to determ...
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03/02/2023
Navigates Like Me: Understanding How People Evaluate Human-Like AI in Video Games
We aim to understand how people assess human likeness in navigation prod...
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01/25/2023
Imitating Human Behaviour with Diffusion Models
Diffusion models have emerged as powerful generative models in the text-...
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12/08/2022
A Rubric for Human-like Agents and NeuroAI
Researchers across cognitive, neuro-, and computer sciences increasingly...
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10/25/2022
Eigen Memory Tree
This work introduces the Eigen Memory Tree (EMT), a novel online memory ...
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06/16/2022
Interaction-Grounded Learning with Action-inclusive Feedback
Consider the problem setting of Interaction-Grounded Learning (IGL), in ...
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06/10/2022
Social Network Structure Shapes Innovation: Experience-sharing in RL with SAPIENS
The human cultural repertoire relies on innovation: our ability to conti...
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06/06/2022
Neuro-Nav: A Library for Neurally-Plausible Reinforcement Learning
In this work we propose Neuro-Nav, an open-source library for neurally p...
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04/25/2022
Towards Evaluating Adaptivity of Model-Based Reinforcement Learning Methods
In recent years, a growing number of deep model-based reinforcement lear...
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03/09/2022
One-Shot Learning from a Demonstration with Hierarchical Latent Language
Humans have the capability, aided by the expressive compositionality of ...
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06/09/2021
Interaction-Grounded Learning
Consider a prosthetic arm, learning to adapt to its user's control signa...
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05/20/2021