Qi Zhang

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 14

Top Topics

Interactive Dynamic Influence Diagrams

Reinforcement Learning

Statistical Modeling

Sequential Decision Making

Top Venues

Auton. Agents Multi Agent Syst.

Publications

Qi Zhang, Edmund H. Durfee, Satinder Singh
Risk-aware analysis for interpretations of probabilistic achievement and maintenance commitments. Artif. Intell. 317 (2023)
Dingyang Chen, Qi Zhang
Context-Aware Bayesian Network Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning. ICML (2023)
Dingyang Chen, Qi Zhang
E(3)-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning. CoRR (2023)
Dingyang Chen, Qi Zhang
Context-Aware Bayesian Network Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning. CoRR (2023)
Qi Zhang, Edmund H. Durfee, Satinder Singh
Efficient Querying for Cooperative Probabilistic Commitments. AAAI (2021)
Qi Zhang, Edmund H. Durfee, Satinder Singh
Modeling Probabilistic Commitments for Maintenance Is Inherently Harder than for Achievement. AAAI (2020)
Qi Zhang, Edmund H. Durfee, Satinder P. Singh
Semantics and algorithms for trustworthy commitment achievement under model uncertainty. Auton. Agents Multi Agent Syst. 34 (1) (2020)
Qi Zhang, Edmund H. Durfee, Satinder Singh
Efficient Querying for Cooperative Probabilistic Commitments. CoRR (2020)
Qi Zhang, Edmund H. Durfee, Satinder P. Singh
Computational Strategies for the Trustworthy Pursuit and the Safe Modeling of Probabilistic Maintenance Commitments. AISafety@IJCAI (2019)
Qi Zhang, Richard L. Lewis, Satinder P. Singh, Edmund H. Durfee
Learning to Communicate and Solve Visual Blocks-World Tasks. AAAI (2019)
Qi Zhang, Edmund H. Durfee, Satinder P. Singh
Challenges in the Trustworthy Pursuit of Maintenance Commitments Under Uncertainty. TRUST@AAMAS (2018)
Qi Zhang, Satinder P. Singh, Edmund H. Durfee
Minimizing Maximum Regret in Commitment Constrained Sequential Decision Making. CoRR (2017)
Qi Zhang, Satinder P. Singh, Edmund H. Durfee
Minimizing Maximum Regret in Commitment Constrained Sequential Decision Making. ICAPS (2017)
Qi Zhang, Edmund H. Durfee, Satinder P. Singh, Anna Chen, Stefan J. Witwicki
Commitment Semantics for Sequential Decision Making under Reward Uncertainty. IJCAI (2016)