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sentry.io

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Hello, I noticed that the order of actions, observations, and rewards when training with PPO seems to be scrambled (while PG for example is fine). Specifically I created a custom single-agent env: it is a two-step game where the initial observation (upon calling reset) is 10, and observations on steps where an action was taken just mirror the action. The reward is always 0 on the first time step and is equal to the action value on the second step. The action space is Discrete(10) and the observ...