Finbarr Timbers
5 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (8)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(14)
π£
Hot Topic Early Bird
Conferences
AAAI (2)
IJCAI (2)
ICML (1)
Top co-authors
Keywords
game theory
(4)
zero-sum game
(2)
nash equilibrium
(2)
imperfect information
(2)
policy optimization
(1)
policy gradient
(1)
deep learning
(1)
model-based reinforcement learning
(1)
worst-case performance
(1)
approximate policy iteration
(1)
mirror descent
(1)
temporal abstraction
(1)
extensive-form game
(1)
sequential game
(1)
option discovery
(1)
common-payoff game
(1)
bayesian action decoder
(1)
mirror ascent
(1)
joint policy
(1)
neural network
(1)
Papers
Reward-Respecting Subtasks for Model-Based Reinforcement Learning (Abstract Reprint)
AAAI 2024
Approximate Exploitability: Learning a Best Response
IJCAI 2022
Solving Common-Payoff Games with Approximate Policy Iteration
AAAI 2021
Fast computation of Nash Equilibria in Imperfect Information Games
ICML 2020
Computing Approximate Equilibria in Sequential Adversarial Games by Exploitability Descent
IJCAI 2019