Stuart J. Russell
10 papers · 2019–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (14) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(21)
π
Conference Polyglot
(3)
π
Century Club
(10)
β‘
Prolific Year
(5)
π
Trend Setter
Conferences
NIPS (8)
AAAI (1)
ICML (1)
Top co-authors
Keywords
imitation learning
(2)
sample complexity
(2)
sample efficiency
(1)
curriculum learning
(1)
benchmark suite
(1)
transfer learning
(1)
decision theory
(1)
behavior cloning
(1)
model-based reinforcement learning
(1)
preference learning
(1)
structure learning
(1)
pac learning
(1)
adversarial training
(1)
inverse reinforcement learning
(1)
offline reinforcement learning
(1)
markov decision process
(1)
kalman filter
(1)
online planning
(1)
deep reinforcement learning
(1)
causal inference
(1)
Papers
Bridging RL Theory and Practice with the Effective Horizon
NIPS 2023
Scalable Online Planning via Reinforcement Learning Fine-Tuning
NIPS 2021
PAC Learning of Causal Trees with Latent Variables
AAAI 2021
MADE: Exploration via Maximizing Deviation from Explored Regions
NIPS 2021
Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism
NIPS 2021
Uncertain Decisions Facilitate Better Preference Learning
NIPS 2021
SLIP: Learning to predict in unknown dynamical systems with long-term memory
NIPS 2020
Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design
NIPS 2020
The MAGICAL Benchmark for Robust Imitation
NIPS 2020
Cognitive model priors for predicting human decisions
ICML 2019