WebJul 8, 2024 · The concept of an option (or macro-action) was introduced in the context of reinforcement learning in the paper Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning (1998) by Richard Sutton et al., so that to capture the idea that certain actions are composed of other sub-actions. WebMar 3, 2024 · To formulate RL problem, we need to define three things: observation of the environment, possible actions and a reward system. ... As described before, the agent has 3 options for taking action ...
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