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Bo Liu
Member of the Graduate Faculty | Associate Professor, Electrical and Computer Engineering
Electrical and Computer Engr
Map Page
Research Area
reinforcement learning,
machine learning,
artificial intelligence,
neural networks,
computer vision,
decision making,
image processing,
natural language processing,
optimization,
algorithms
Publications
(70)
Recent
From Past to Future: Rethinking Eligibility Traces
2024
reinforcement learning,
learning algorithms,
cognition,
memory,
artificial intelligence
A critical review of inductive logic programming techniques for explainable AI
2023
critical review
Offline reinforcement learning for price-based demand response program design
2023
reinforcement learning,
demand response,
pricing strategies,
energy management,
program design
Contrastive Topic-Enhanced Network For Video Captioning
2023
neural networks,
natural language processing,
computer vision
PRIMA: Planner-Reasoner Inside a Multi-task Reasoning Agent
2022
artificial intelligence
TOPS: Transition-Based Volatility-Reduced Policy Search
2022
reinforcement learning
Model credibility revisited: Concepts and considerations for appropriate trust
2022
trustworthiness,
conceptual framework,
research methodology,
evaluation criteria
STOPS: Short-Term-based Volatility-controlled Policy Search and its Global Convergence
2022
reinforcement learning,
optimization,
control theory
Self-supervised multi-scale pyramid fusion networks for realistic bokeh effect rendering
2022
computational photography,
deep learning,
image processing,
computer vision,
neural networks
Explainable Neuro-Symbolic Hierarchical Reinforcement Learning
2021
machine learning,
artificial intelligence,
neuroscience,
reinforcement learning
70+ Publications
