Richard L Lewis
4 papers · 2021–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(2)
Machine Learning
(2)
Reinforcement Learning
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Natural Language Processing
(1)
Applications
(1)
Core Methods
(1)
Learning Paradigms
(1)
Methods
(1)
Resources & Methods
(1)
Keywords
reinforcement learning
(3)
few-shot learning
(1)
imitation learning
(1)
self-supervised learning
(1)
attention mechanism
(1)
knowledge transfer
(1)
in-context learning
(1)
instruction following
(1)
policy iteration
(1)
state representation
(1)
policy improvement
(1)
reward learning
(1)
foundation model
(1)
zero-shot generalization
(1)
successor feature
(1)
general value function
(1)
auxiliary task
(1)
feature discovery
(1)
control flow
(1)
large language model
(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
Reinforcement Learning of Implicit and Explicit Control Flow Instructions
ICML 2021