Jiachen Hu
8 papers · 2020–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🧬 Topic Evolution
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Keywords
regret bound
(4)
reinforcement learning
(3)
sample complexity
(3)
sim-to-real transfer
(2)
linear bandit
(2)
markov decision process
(1)
regret minimization
(1)
model-based reinforcement learning
(1)
value function approximation
(1)
linear function approximation
(1)
multi-armed bandit
(1)
exploration algorithm
(1)
reward-free exploration
(1)
factored markov decision process
(1)
sim-to-real gap
(1)
linear representation
(1)
partial observation
(1)
communication cost
(1)
information asymmetry
(1)
knapsack constraint
(1)
Papers
The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability
ICML 2025
Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret
ICML 2024
Provable Sim-to-real Transfer in Continuous Domain with Partial Observations
ICLR 2023
Near-Optimal Reward-Free Exploration for Linear Mixture MDPs with Plug-in Solver
ICLR 2022
Understanding Domain Randomization for Sim-to-real Transfer
ICLR 2022
Efficient Reinforcement Learning in Factored MDPs with Application to Constrained RL
ICLR 2021
Near-Optimal Representation Learning for Linear Bandits and Linear RL
ICML 2021
Distributed Bandit Learning: Near-Optimal Regret with Efficient Communication
ICLR 2020