Yichi Zhou
9 papers · 2017–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (7) π£ Hot Topic Early Bird
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
ICML (4)
ICLR (3)
NIPS (1)
UAI (1)
Top co-authors
Keywords
multi-armed bandit
(3)
regret bound
(3)
nash equilibrium
(2)
geometric deep learning
(1)
exploration exploitation
(1)
adversarial setting
(1)
best arm identification
(1)
graph feedback
(1)
thompson sampling
(1)
zero-sum game
(1)
stochastic bandit
(1)
stochastic game
(1)
molecular dynamics
(1)
adversarial bandit
(1)
stochastic setting
(1)
gumbel-max trick
(1)
payoff query
(1)
force field
(1)
graph neural network
(1)
multi-agent system
(1)
Papers
Stabilizing Policy Gradients for Stochastic Differential Equations via Consistency with Perturbation Process
ICML 2024
Efficiently incorporating quintuple interactions into geometric deep learning force fields
NIPS 2023
Stochastic No-regret Learning for General Games with Variance Reduction
ICLR 2023
Simultaneously Learning Stochastic and Adversarial Bandits with General Graph Feedback
ICML 2022
Exploration Analysis in Finite-Horizon Turn-based Stochastic Games
UAI 2020
Posterior sampling for multi-agent reinforcement learning: solving extensive games with imperfect information
ICLR 2020
Lazy-CFR: fast and near-optimal regret minimization for extensive games with imperfect information
ICLR 2020
Racing Thompson: an Efficient Algorithm for Thompson Sampling with Non-conjugate Priors
ICML 2018
Identify the Nash Equilibrium in Static Games with Random Payoffs
ICML 2017