Steven Hansen
6 papers · 2018–2021 · 3 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (11) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (3) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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Trend Setter
Conferences
NIPS (3)
ICLR (2)
AAAI (1)
Top co-authors
Keywords
episodic memory
(2)
skill discovery
(2)
deep reinforcement learning
(2)
variational inference
(1)
working memory
(1)
hierarchical reinforcement learning
(1)
mutual information
(1)
value function
(1)
intrinsic motivation
(1)
skill learning
(1)
replay buffer
(1)
memory system
(1)
latent dynamics
(1)
memory architecture
(1)
prioritized sweeping
(1)
state coverage
(1)
agent generalization
(1)
ephemeral value adjustment
(1)
holdout generalization
(1)
intrinsic control
(1)
Papers
Entropic Desired Dynamics for Intrinsic Control
NIPS 2021
Relative Variational Intrinsic Control
AAAI 2021
Fast Task Inference with Variational Intrinsic Successor Features
ICLR 2020
Generalization of Reinforcement Learners with Working and Episodic Memory
NIPS 2019
Unsupervised Control Through Non-Parametric Discriminative Rewards
ICLR 2019
Fast deep reinforcement learning using online adjustments from the past
NIPS 2018