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Author Information
Xuezhou Zhang (UW-Madison)
Yuzhe Ma (Univ. of Wisconsin-Madison)
Adish Singla (Max Planck Institute (MPI-SWS))

Adish Singla is a faculty member at the Max Planck Institute for Software Systems (MPI-SWS), Germany, where he has been leading the Machine Teaching Group since 2017. He conducts research in the area of Machine Teaching, with a particular focus on open-ended learning and problem-solving domains. In recent years, his research has centered around developing AI-driven educational technology for introductory programming environments. He has received several awards for his research, including an AAAI Outstanding Paper Honorable Mention Award (2022) and an ERC Starting Grant (2021). He also has extensive experience working in the industry and is a recipient of several industry awards, including a research grant from Microsoft Research Ph.D. Scholarship Programme (2018), Facebook Graduate Fellowship (2015), Microsoft Tech Transfer Award (2011), and Microsoft Gold Star Award (2010).
Jerry Zhu (University of Wisconsin-Madison)
More from the Same Authors
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2021 : Corruption Robust Offline Reinforcement Learning »
Xuezhou Zhang · Yiding Chen · Jerry Zhu · Wen Sun -
2022 Poster: Efficient Reinforcement Learning in Block MDPs: A Model-free Representation Learning approach »
Xuezhou Zhang · Yuda Song · Masatoshi Uehara · Mengdi Wang · Alekh Agarwal · Wen Sun -
2022 Poster: Optimal Estimation of Policy Gradient via Double Fitted Iteration »
Chengzhuo Ni · Ruiqi Zhang · Xiang Ji · Xuezhou Zhang · Mengdi Wang -
2022 Poster: Off-Policy Fitted Q-Evaluation with Differentiable Function Approximators: Z-Estimation and Inference Theory »
Ruiqi Zhang · Xuezhou Zhang · Chengzhuo Ni · Mengdi Wang -
2022 Spotlight: Efficient Reinforcement Learning in Block MDPs: A Model-free Representation Learning approach »
Xuezhou Zhang · Yuda Song · Masatoshi Uehara · Mengdi Wang · Alekh Agarwal · Wen Sun -
2022 Spotlight: Off-Policy Fitted Q-Evaluation with Differentiable Function Approximators: Z-Estimation and Inference Theory »
Ruiqi Zhang · Xuezhou Zhang · Chengzhuo Ni · Mengdi Wang -
2022 Spotlight: Optimal Estimation of Policy Gradient via Double Fitted Iteration »
Chengzhuo Ni · Ruiqi Zhang · Xiang Ji · Xuezhou Zhang · Mengdi Wang -
2022 Poster: Out-of-Distribution Detection with Deep Nearest Neighbors »
Yiyou Sun · Yifei Ming · Jerry Zhu · Yixuan Li -
2022 Spotlight: Out-of-Distribution Detection with Deep Nearest Neighbors »
Yiyou Sun · Yifei Ming · Jerry Zhu · Yixuan Li -
2021 : Poster spotlight presentations 2 »
Sebastian Tschiatschek · Adish Singla · Besmira Nushi -
2021 : Poster spotlight presentations 1 »
Sebastian Tschiatschek · Adish Singla · Besmira Nushi -
2021 Workshop: Human-AI Collaboration in Sequential Decision-Making »
Besmira Nushi · Adish Singla · Sebastian Tschiatschek -
2021 Poster: Robust Policy Gradient against Strong Data Corruption »
Xuezhou Zhang · Yiding Chen · Jerry Zhu · Wen Sun -
2021 Spotlight: Robust Policy Gradient against Strong Data Corruption »
Xuezhou Zhang · Yiding Chen · Jerry Zhu · Wen Sun -
2020 Poster: Policy Teaching via Environment Poisoning: Training-time Adversarial Attacks against Reinforcement Learning »
Amin Rakhsha · Goran Radanovic · Rati Devidze · Jerry Zhu · Adish Singla -
2019 Poster: Efficient learning of smooth probability functions from Bernoulli tests with guarantees »
Paul Rolland · Ali Kavis · Alexander Niklaus Immer · Adish Singla · Volkan Cevher -
2019 Oral: Efficient learning of smooth probability functions from Bernoulli tests with guarantees »
Paul Rolland · Ali Kavis · Alexander Niklaus Immer · Adish Singla · Volkan Cevher -
2019 Poster: Learning to Collaborate in Markov Decision Processes »
Goran Radanovic · Rati Devidze · David Parkes · Adish Singla -
2019 Poster: Teaching a black-box learner »
Sanjoy Dasgupta · Daniel Hsu · Stefanos Poulis · Jerry Zhu -
2019 Oral: Learning to Collaborate in Markov Decision Processes »
Goran Radanovic · Rati Devidze · David Parkes · Adish Singla -
2019 Oral: Teaching a black-box learner »
Sanjoy Dasgupta · Daniel Hsu · Stefanos Poulis · Jerry Zhu