Mattie Fellows
6 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
π
Conference Polyglot
(3)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ICML (3)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
target network
(2)
reinforcement learning
(1)
temporal difference learning
(1)
policy evaluation
(1)
bayesian inference
(1)
bayesian reinforcement learning
(1)
function approximation
(1)
uncertainty quantification
(1)
convergence analysis
(1)
posterior inference
(1)
off-policy learning
(1)
bellman operator
(1)
neural network optimizer
(1)
deep exploration
(1)
gradient magnitude
(1)
nonstationary learning
(1)
deep reinforcement learning
(1)
learning rate annealing
(1)
Papers
Simplifying Deep Temporal Difference Learning
ICLR 2025
Adam on Local Time: Addressing Nonstationarity in RL with Relative Adam Timesteps
NIPS 2024
Refining Minimax Regret for Unsupervised Environment Design
ICML 2024
Bayesian Exploration Networks
ICML 2024
Why Target Networks Stabilise Temporal Difference Methods
ICML 2023
Bayesian Bellman Operators
NIPS 2021