awesome-memory-rl
github.com/schatty/awesome-memory-rl ↗A curated list of awesome memory in reinforcement learning research materials
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72
Curated Resources
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32 min ago
Last Refreshed
Reinforcement LearningDeep LearningCognition and Neuroscience
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Deep Learning
- Adaptive Posterior Learning: few-shot learning with a surprise-based memory module2019
- A Simple Cache Model for Image Recognition2018
- A simple model of recognition and recall memory2017
- Associative Memory in Iterated Overparameterized Sigmoid Autoencoders2020
- Convolutional Memory Blocks for Depth Data Representation Learning2018
- End-To-End Memory Networks... - 2016
Reinforcement Learning
- AMRL: Aggregated Memory For Reinforcement Learning2020
- Been There, Done That: Meta-Learning with Episodic Recall2018
- Continual Reinforcement Learning with Complex Synapses2018
- Control of Memory, Active Perception, and Action in Minecraft... - 2016
- End-to-End Egospheric Spatial Memory2021
- Episodic Curiosity through Reachability2019
Cognition and Neuroscience
- Compositional Explanations of Neurons
- Coordinated hippocampal-entorhinal replay as structural inference
- Dendritic cortical microcircuits approximate the backpropagation algorithm
- Generalisation of structural knowledge in the hippocampal-entorhinal system
- Large Associative Memory Problem in Neurobiology and Machine Learning
Showing a sample of 72 resources. View the full list on GitHub →