Richard L. Lewis
8 papers · 2010–2023 · 1 venue · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Half π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (27) π Keyword Trendsetter Combo (5)
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Keyword Champion
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Keyword Pioneer
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Keyword Collector
(50)
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Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Reinforcement Learning
(6)
Core AI
(5)
Methods
(5)
Deep Learning
(4)
Machine Learning
(4)
Learning Types Β· Machine Learning
(4)
Applications
(3)
Learning Paradigms
(3)
Learning Types Β· Deep Learning
(3)
Computer Vision
(1)
Natural Language Processing
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Keywords
reinforcement learning
(7)
auxiliary task
(2)
action-conditional prediction
(2)
general value function
(2)
representation learning
(2)
reward function
(2)
imitation learning
(1)
knowledge transfer
(1)
online learning
(1)
self-supervised learning
(1)
video prediction
(1)
in-context learning
(1)
deep learning
(1)
markov decision process
(1)
few-shot learning
(1)
state representation
(1)
policy gradient
(1)
policy iteration
(1)
policy improvement
(1)
game playing
(1)
Papers
Combining Behaviors with the Successor Features Keyboard
NeurIPS 2023
Large Language Models can Implement Policy Iteration
NeurIPS 2023
Learning State Representations from Random Deep Action-conditional Predictions
NeurIPS 2021
Discovery of Useful Questions as Auxiliary Tasks
NeurIPS 2019
Action-Conditional Video Prediction using Deep Networks in Atari Games
NeurIPS 2015
Deep Learning for Real-Time Atari Game Play Using Offline Monte-Carlo Tree Search Planning
NeurIPS 2014
Reward Mapping for Transfer in Long-Lived Agents
NeurIPS 2013
Reward Design via Online Gradient Ascent
NeurIPS 2010