Aniket Wagde

Aniket Wagde

PhD Student at UIC, studying RL

Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

A deep reinforcement learning technique for bug detection in video games

Published in International Journal of Information Technology, 2025

This paper analyses neural networks deployed to play games to uncover bugs in the games.

Recommended citation: Rani, G., Pandey, U., Wagde, A.A. et al. A deep reinforcement learning technique for bug detection in video games. Int. j. inf. tecnol. 15, 355–367 (2023). https://doi.org/10.1007/s41870-022-01047-z
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Conference Papers

Efficient Algorithms for Combinatorial-Bandits with Monotonicity

Published in OPT 2025: Optimization for Machine Learning, NeurIPS 2025 Workshop, 2025

This paper describes a technique to reduce combinatorial-bandit problems to bandits with pairwise preferences and solve them efficiently.

Recommended citation: Wagde, A., Saha, A., Efficient Algorithms for Combinatorial-Bandits with Monotonicity. NeurIPS OPTML (2025). https://openreview.net/forum?id=D3drIoEW5B
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