Lily Xu | DeepAI

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Featured Co-authors

Kai Wang
141 publications
Lester Mackey
60 publications
Milind Tambe
58 publications
Fei Fang
57 publications
Vipin Kumar
33 publications
Bistra Dilkina
29 publications
Siddhartha Banerjee
29 publications
Nikhil Garg
29 publications
Sara Beery
22 publications
Michael K. Reiter
19 publications
Rohit Singh
17 publications

∙ 07/17/2023

Reflections from the Workshop on AI-Assisted Decision Making for Conservation

In this white paper, we synthesize key points made during presentations ...

0 Lily Xu, et al. ∙

∙ 03/15/2023

Bridging adaptive management and reinforcement learning for more robust decisions

From out-competing grandmasters in chess to informing high-stakes health...

0 Melissa Chapman, et al. ∙

∙ 09/30/2022

Artificial Replay: A Meta-Algorithm for Harnessing Historical Data in Bandits

While standard bandit algorithms sometimes incur high regret, their perf...

18 Siddhartha Banerjee, et al. ∙

∙ 05/30/2022

Optimistic Whittle Index Policy: Online Learning for Restless Bandits

Restless multi-armed bandits (RMABs) extend multi-armed bandits to allow...

13 Kai Wang, et al. ∙

∙ 05/11/2022

Ranked Prioritization of Groups in Combinatorial Bandit Allocation

Preventing poaching through ranger patrols protects endangered wildlife,...

0 Lily Xu, et al. ∙

∙ 07/04/2021

Robust Restless Bandits: Tackling Interval Uncertainty with Deep Reinforcement Learning

We introduce Robust Restless Bandits, a challenging generalization of re...

20 Jackson A. Killian, et al. ∙

∙ 06/06/2021

Coordinating Followers to Reach Better Equilibria: End-to-End Gradient Descent for Stackelberg Games

A growing body of work in game theory extends the traditional Stackelber...

0 Kai Wang, et al. ∙

∙ 05/04/2021

Envisioning Communities: A Participatory Approach Towards AI for Social Good

Research in artificial intelligence (AI) for social good presupposes som...

8 Elizabeth Bondi, et al. ∙

∙ 11/20/2020

Enhancing Poaching Predictions for Under-Resourced Wildlife Conservation Parks Using Remote Sensing Imagery

Illegal wildlife poaching is driving the loss of biodiversity. To combat...

22 Rachel Guo, et al. ∙

∙ 09/14/2020

Dual-Mandate Patrols: Multi-Armed Bandits for Green Security

Conservation efforts in green security domains to protect wildlife and f...

5 Lily Xu, et al. ∙

∙ 06/22/2020

Game Theory on the Ground: The Effect of Increased Patrols on Deterring Poachers

Applications of artificial intelligence for wildlife protection have foc...

0 Lily Xu, et al. ∙

∙ 03/08/2019

Stay Ahead of Poachers: Illegal Wildlife Poaching Prediction and Patrol Planning Under Uncertainty with Field Test Evaluations

Illegal wildlife poaching threatens ecosystems and drives endangered spe...

0 Shahrzad Gholami, et al. ∙

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