Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads
Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads
We introduce an online popularity prediction and tracking task as a benchmark task for reinforcement learning with a combinatorial, natural language action space.A specified number of discussion threads predicted to be popular are recommended, chosen from a fixed window of recent comments to track.Novel deep reinforcement learning architectures are studied …