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Is there a simpler paper that addresses online RL online with the recent decision transformer / sequence model? The multi agent aspect here really complicates
by algo_trader 4y ago
Is there a simpler paper that addresses online RL online with the recent decision transformer / sequence model?
The multi agent aspect here really complicates things
- d4rkp4ttern 4y agoOnline Decision Transformer https://arxiv.org/abs/2202.05607 https://arxiv.org/abs/2202.05607 A very recent follow up paper on DT, addressing the limitations of the conditioning on reward, but still offline: https://arxiv.org/abs/2205.15967 https://arxiv.org/abs/2205.15967 Reddit discussion: https://reddit.com/r/MachineLearning/comments/v2sul7/r_you_cant_count_on_luck_why_decision/ https://reddit.com/r/MachineLearning/comments/v2sul7/r_you_c...
- gwern 4y agoIf anyone is interested in further reading, I've put a DT bibliography at https://www.gwern.net/docs/reinforcement-learning/model/decision-transformer/index https://www.gwern.net/docs/reinforcement-learning/model/deci...