Jesse Farebrother
11 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Interdisciplinary Bridge
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Cross-Pollinator
(15)
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Prolific Year
(5)
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Century Club
(11)
Conferences
ICLR (4)
ICML (4)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
dimensionality reduction
(1)
reinforcement learning
(1)
stochastic gradient descent
(1)
temporal difference learning
(1)
matrix factorization
(1)
policy gradient
(1)
distributional reinforcement learning
(1)
dynamic programming
(1)
continuous control
(1)
principal subspace
(1)
return distribution
(1)
soft actor-critic
(1)
deep q-network
(1)
multivariate reward
(1)
neural network
(1)
Papers
Temporal Difference Flows
ICML 2025
Non-Adversarial Inverse Reinforcement Learning via Successor Feature Matching
ICLR 2025
Zero-Shot Whole-Body Humanoid Control via Behavioral Foundation Models
ICLR 2025
Mixtures of Experts Unlock Parameter Scaling for Deep RL
ICML 2024
CALE: Continuous Arcade Learning Environment
NIPS 2024
A Distributional Analogue to the Successor Representation
ICML 2024
Foundations of Multivariate Distributional Reinforcement Learning
NIPS 2024
Stop Regressing: Training Value Functions via Classification for Scalable Deep RL
ICML 2024
A Novel Stochastic Gradient Descent Algorithm for Learning Principal Subspaces
AISTATS 2023
Investigating Multi-task Pretraining and Generalization in Reinforcement Learning
ICLR 2023
Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks
ICLR 2023