Tianying Ji
7 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(11)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Keywords
sample efficiency
(3)
continuous control
(2)
policy optimization
(1)
visual reinforcement learning
(1)
domain randomization
(1)
exploration-exploitation tradeoff
(1)
mutual information
(1)
model-based reinforcement learning
(1)
entropy regularization
(1)
offline meta-reinforcement learning
(1)
policy network
(1)
theoretical guarantee
(1)
context encoder
(1)
monotonic improvement
(1)
bellman update
(1)
off-policy actor-critic
(1)
asymptotic performance
(1)
value comparison
(1)
adaptive constraint
(1)
event-triggered mechanism
(1)
Papers
Scrutinize What We Ignore: Reining In Task Representation Shift Of Context-Based Offline Meta Reinforcement Learning
ICLR 2025
ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization
ICML 2024
DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization
ICLR 2024
Offline-Boosted Actor-Critic: Adaptively Blending Optimal Historical Behaviors in Deep Off-Policy RL
ICML 2024
OMPO: A Unified Framework for RL under Policy and Dynamics Shifts
ICML 2024
Seizing Serendipity: Exploiting the Value of Past Success in Off-Policy Actor-Critic
ICML 2024
When to Update Your Model: Constrained Model-based Reinforcement Learning
NeurIPS 2022