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Actor-Critic Methods
Actor-Critic Methods
PulseAugur coverage of Actor-Critic Methods — every cluster mentioning Actor-Critic Methods across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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Active Inference framed as convex MDP, unifying with reinforcement learning
A new paper frames Active Inference (AIF) as a convex Markov Decision Process (MDP), suggesting a way to unify it with modern reinforcement learning (RL) techniques. The research posits that minimizing expected free ene…
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Reinforcement learning theory achieves new sample complexity for actor-critic methods
Researchers have established a new theoretical sample complexity guarantee for off-policy actor-critic methods in reinforcement learning. The paper proves the first $\tilde{\mathcal{O}}(\epsilon^{-2})$ sample complexity…