Peter J Ramadge
5 papers · 2021–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(14)
Conferences
NIPS (3)
ICML (2)
Top co-authors
Keywords
safe reinforcement learning
(2)
language modeling
(1)
dynamics modeling
(1)
state estimation
(1)
constraint satisfaction
(1)
state representation
(1)
variance reduction
(1)
convergence guarantee
(1)
policy network
(1)
deep generative model
(1)
discrete latent variable
(1)
straight-through estimator
(1)
length extrapolation
(1)
constraint violation
(1)
finite-time convergence
(1)
reward optimization
(1)
physics constraint
(1)
kernel methods
(1)
multi-task benchmark
(1)
baseline policy
(1)
Papers
KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation
NIPS 2022
Learning Physics Constrained Dynamics Using Autoencoders
NIPS 2022
Training Discrete Deep Generative Models via Gapped Straight-Through Estimator
ICML 2022
Safe Reinforcement Learning with Natural Language Constraints
NIPS 2021
Accelerating Safe Reinforcement Learning with Constraint-mismatched Baseline Policies
ICML 2021