Search Results for author: Muhammad Junaid Khan

Found 3 papers, 2 papers with code

Malicious or Benign? Towards Effective Content Moderation for Children's Videos

1 code implementation24 May 2023 Syed Hammad Ahmed, Muhammad Junaid Khan, H. M. Umer Qaisar, Gita Sukthankar

Online video platforms receive hundreds of hours of uploads every minute, making manual content moderation impossible.

Video Classification

Transformer-based Value Function Decomposition for Cooperative Multi-agent Reinforcement Learning in StarCraft

1 code implementation15 Aug 2022 Muhammad Junaid Khan, Syed Hammad Ahmed, Gita Sukthankar

The StarCraft II Multi-Agent Challenge (SMAC) was created to be a challenging benchmark problem for cooperative multi-agent reinforcement learning (MARL).

reinforcement-learning Reinforcement Learning (RL) +3

Leveraging Transformers for StarCraft Macromanagement Prediction

no code implementations11 Oct 2021 Muhammad Junaid Khan, Shah Hassan, Gita Sukthankar

Inspired by the recent success of transformers in natural language processing and computer vision applications, we introduce a transformer-based neural architecture for two key StarCraft II (SC2) macromanagement tasks: global state and build order prediction.

Starcraft Starcraft II +1

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