Richard L. Lewis
8 papers · 2010–2023 · 1 conference · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π Interdisciplinary Bridge π Cross-Pollinator (6) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (24) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Academic Marathon
(13)
π
Keyword Trendsetter Combo
(4)
π§¬
Topic Evolution
π
Trend Setter
Conferences
NIPS (8)
Top co-authors
Keywords
reinforcement learning
(6)
auxiliary task
(2)
reward function
(2)
general value function
(2)
representation learning
(2)
action-conditional prediction
(2)
transfer learning
(1)
in-context learning
(1)
imitation learning
(1)
knowledge transfer
(1)
self-supervised learning
(1)
deep learning
(1)
markov decision process
(1)
game playing
(1)
few-shot learning
(1)
policy improvement
(1)
video prediction
(1)
state representation
(1)
reward design
(1)
policy iteration
(1)
Papers
Large Language Models can Implement Policy Iteration
NIPS 2023
Combining Behaviors with the Successor Features Keyboard
NIPS 2023
Learning State Representations from Random Deep Action-conditional Predictions
NIPS 2021
Discovery of Useful Questions as Auxiliary Tasks
NIPS 2019
Action-Conditional Video Prediction using Deep Networks in Atari Games
NIPS 2015
Deep Learning for Real-Time Atari Game Play Using Offline Monte-Carlo Tree Search Planning
NIPS 2014
Reward Mapping for Transfer in Long-Lived Agents
NIPS 2013
Reward Design via Online Gradient Ascent
NIPS 2010