Concepedia

Akifumi Wachi

AW

Statistics

Publications

4

Citations

225

H-Index

4

Active since

2018

Affiliations

The University of Tokyo(Current)

Akifumi Wachi is an author at The University of Tokyo specializing in artificial intelligence, robot learning, and engineering.

Top concepts

EngineeringRobot LearningArtificial IntelligenceComputer ScienceMachine LearningIntelligent SystemsData ScienceSystems EngineeringLanguageAutomation

Publications per year

2018–2021

4

Publications

4

Safe Exploration and Optimization of Constrained MDPs Using Gaussian Processes

Akifumi Wachi, Yanan Sui, Yisong Yue et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 93 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +24

Failure-Scenario Maker for Rule-Based Agent using Multi-agent Adversarial Reinforcement Learning and its Application to Autonomous Driving

Akifumi Wachi · 2019 · 57 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Safe Reinforcement Learning in Constrained Markov Decision Processes

Akifumi Wachi, Yanan Sui · arXiv (Cornell University) · 2020 · 54 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +12

Neuro-Symbolic Reinforcement Learning with First-Order Logic

Daiki Kimura, Masaki Ono, Subhajit Chaudhury et al. · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · 21 citations · Full text

Artificial Intelligence, Engineering, Part-of-speech Tagging +23

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