Richard L Lewis
4 papers · 2021–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (14) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(14)
π£
Hot Topic Early Bird
Conferences
NIPS (3)
ICML (1)
Top co-authors
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
NIPS 2023
Large Language Models can Implement Policy Iteration
NIPS 2023
Learning State Representations from Random Deep Action-conditional Predictions
NIPS 2021
Reinforcement Learning of Implicit and Explicit Control Flow Instructions
ICML 2021