Bo Wu

发表

Active Task-Inference-Guided Deep Inverse Reinforcement Learning

F. Memarian, Zhe Xu, Bo Wu, 2020, 2020 59th IEEE Conference on Decision and Control (CDC).

19-05 March 2019 Strategy synthesis for surveillance-evasion games with learning-enabled visibility optimization by

Bo Wu, U. Topcu, R. Tsai, 2022 .

S Y ] 1 1 A pr 2 01 8 Privacy Verification in POMDPs via Barrier Certificates

Hai Lin, Bo Wu, U. Topcu, 2018 .

Temporal-Logic-Based Reward Shaping for Continuing Reinforcement Learning Tasks

P. Stone, Bo Wu, U. Topcu, 2020, AAAI.

Reward Machines for Cooperative Multi-Agent Reinforcement Learning

Zhe Xu, Bo Wu, U. Topcu, 2020, AAMAS.

Entropy Maximization for Partially Observable Markov Decision Processes

Ufuk Topcu, Yagiz Savas, Takashi Tanaka, 2021, IEEE Transactions on Automatic Control.

Unpredictable Planning Under Partial Observability

Ufuk Topcu, Bo Wu, Yagiz Savas, 2019, 2019 IEEE 58th Conference on Decision and Control (CDC).

Supervisor synthesis of POMDP via automata learning

Bo Wu, Hai Lin, Xiaobin Zhang, 2021, Autom..

Control Theory Meets POMDPs: A Hybrid Systems Approach pdf

Nils Jansen, Ufuk Topcu, Mohamadreza Ahmadi, 2019, IEEE Transactions on Automatic Control.

Constrained Active Classification Using Partially Observable Markov Decision Processes pdf

Ufuk Topcu, Bo Wu, Suda Bharadwaj, 2018, ArXiv.

Privacy Verification and Enforcement via Belief Manipulation

Ufuk Topcu, Bo Wu, Hai Lin, 2019 .

Policy Synthesis for Switched Linear Systems With Markov Decision Process Switching pdf

Ufuk Topcu, Murat Cubuktepe, Zhe Xu, 2020, IEEE Transactions on Automatic Control.

Switched Linear Systems Meet Markov Decision Processes: Stability Guaranteed Policy Synthesis

Ufuk Topcu, Bo Wu, Murat Cubuktepe, 2019, 2019 IEEE 58th Conference on Decision and Control (CDC).

Advice-Guided Reinforcement Learning in a non-Markovian Environment

Ufuk Topcu, Bo Wu, Zhe Xu, 2021, AAAI.

Control strategies for COVID-19 epidemic with vaccination, shield immunity and quarantine: A metric temporal logic approach

Bo Wu, U. Topcu, Zhe Xu, 2020, PloS one.

Joint Inference of Reward Machines and Policies for Reinforcement Learning

Zhe Xu, Bo Wu, U. Topcu, 2019, ICAPS.

Strategy Synthesis for Surveillance-Evasion Games with Learning-Enabled Visibility Optimization

Ufuk Topcu, Suda Bharadwaj, Bo Wu, 2019, 2019 IEEE 58th Conference on Decision and Control (CDC).

Active Finite Reward Automaton Inference and Reinforcement Learning Using Queries and Counterexamples

Zhe Xu, Bo Wu, U. Topcu, 2020, CD-MAKE.

Differential Privacy on the Unit Simplex via the Dirichlet Mechanism

Ufuk Topcu, Bo Wu, Parham Gohari, 2021, IEEE Transactions on Information Forensics and Security.

Temporal-Logic-Based Reward Shaping for Continuing Learning Tasks pdf

Ufuk Topcu, Peter Stone, Bo Wu, 2020, ArXiv.

Active Task-Inference-Guided Deep Inverse Reinforcement Learning

Ufuk Topcu, Min Wen, Bo Wu, 2020, 2020 59th IEEE Conference on Decision and Control (CDC).

Resilient Distributed Hypothesis Testing with Time-Varying Network Topology

Ufuk Topcu, Bo Wu, Suda Bharadwaj, 2020, 2020 American Control Conference (ACC).

Combined Top-Down and Bottom-Up Approaches to Performance-guaranteed Integrated Task and Motion Planning of Cooperative Multi-agent Systems

Jin Dai, Bo Wu, Rafael Rodrigues da Silva, 2016, 1607.07797.

Strategy Synthesis for Surveillance-Evasion Games with Learning-Enabled Visibility Optimization

Bo Wu, U. Topcu, R. Tsai, 2019, 2019 IEEE 58th Conference on Decision and Control (CDC).

Controller Synthesis for Multi-Agent Systems With Intermittent Communication. A Metric Temporal Logic Approach

Ufuk Topcu, Bo Wu, Zhe Xu, 2019, 2019 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton).