Minghui Zhu
11 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Cross-Pollinator (7) π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge π Conference Polyglot (5)
π
Grand Slam
π
Century Club
(11)
Conferences
NIPS (6)
ICLR (2)
AAAI (1)
ICML (1)
RSS (1)
Top co-authors
Keywords
constrained optimization
(3)
inverse reinforcement learning
(3)
online learning
(2)
bilevel optimization
(2)
distributed learning
(2)
bi-level optimization
(2)
gaussian process
(1)
optimal control
(1)
value function
(1)
reward function
(1)
reward function estimation
(1)
generalization bound
(1)
streaming datum
(1)
gradient approximation
(1)
meta-reinforcement learning
(1)
policy adaptation
(1)
task distribution
(1)
trajectory learning
(1)
distributed online learning
(1)
byzantine tolerance
(1)
Papers
UTILITY: Utilizing Explainable Reinforcement Learning to Improve Reinforcement Learning
ICLR 2025
Meta-Reinforcement Learning with Adaptation from Human Feedback via Preference-Order-Preserving Task Embedding
ICML 2025
Meta Inverse Constrained Reinforcement Learning: Convergence Guarantee and Generalization Analysis
ICLR 2024
Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator
NIPS 2024
In-Trajectory Inverse Reinforcement Learning: Learn Incrementally Before an Ongoing Trajectory Terminates
NIPS 2024
Online Constrained Meta-Learning: Provable Guarantees for Generalization
NIPS 2023
Learning Multi-agent Behaviors from Distributed and Streaming Demonstrations
NIPS 2023
Efficient Gradient Approximation Method for Constrained Bilevel Optimization
AAAI 2023
Meta Value Learning for Fast Policy-Centric Optimal Motion Planning
RSS 2022
Distributed Inverse Constrained Reinforcement Learning for Multi-agent Systems
NIPS 2022
Byzantine-tolerant federated Gaussian process regression for streaming data
NIPS 2022