Craig Innes
5 papers · 2019–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (13)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(13)
π
Keyword Champion
π
Conference Pioneer
Conferences
EMNLP (1)
ICML (1)
NIPS (1)
RSS (1)
UAI (1)
Top co-authors
Keywords
motion planning
(1)
reinforcement learning
(1)
model-based learning
(1)
adversarial training
(1)
markov decision process
(1)
sequential decision
(1)
partial observability
(1)
learning from demonstration
(1)
autonomous vehicle
(1)
autonomous system
(1)
factored mdp
(1)
linear temporal logic
(1)
dialogue system
(1)
factored model
(1)
closed-loop system
(1)
near-optimal behaviour
(1)
perception system
(1)
dynamic movement primitive
(1)
bayesian decision network
(1)
partial awareness
(1)
Papers
Dialogue-based generation of self-driving simulation scenarios using Large Language Models
EMNLP 2023
Risk-Driven Design of Perception Systems
NIPS 2022
Elaborating on Learned Demonstrations with Temporal Logic Specifications
RSS 2020
Learning Structured Decision Problems with Unawareness
ICML 2019
Learning Factored Markov Decision Processes with Unawareness
UAI 2019