Eligibility Traces

Accumulating Eligibility Trace

An Accumulating Eligibility Trace is a type of eligibility trace where the trace increments in an accumulative way. For the memory vector $\textbf{e}_{t} \in \mathbb{R}^{b} \geq \textbf{0}$:

$$\mathbf{e_{0}} = \textbf{0}$$

$$\textbf{e}_{t} = \nabla{\hat{v}}\left(S_{t}, \mathbf{\theta}_{t}\right) + \gamma\lambda\textbf{e}_{t}$$

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Task Papers Share
Starcraft II 7 28.00%
Starcraft 6 24.00%
Reinforcement Learning (RL) 4 16.00%
Decision Making 2 8.00%
Language Modelling 1 4.00%
Large Language Model 1 4.00%
Offline RL 1 4.00%
Imitation Learning 1 4.00%
Image Forensics 1 4.00%

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