exploration: Nonlinear Function
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exploration

This page is from my personal notes, and has not been specifically reviewed for public consumption. It might be incomplete, wrong, outdated, or stupid. Caveat lector.
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sparse mixture of experts

References: Jacobs, Jordan, Nowlan, Hinton. Adaptive Mixtures of Local Experts (1991) Shazeer et al. Outrageously Large Neural Networks…

deep deterministic policy gradient

Deep deterministic policy gradient (DDPG) is an interesting RL algorithm with a somewhat misleading name. Although its name indicates that…

distributional RL

There are two forms of uncertainty in value-based [ reinforcement learning ]. Let be the return from trajectory , and be the expected…

Q-learning

Following the pattern of [ state values, then action values ], the one-step [ temporal difference ] update for action values is called…

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