🏢 Machine Learning Research Lab, Volkswagen Group
Constrained Latent Action Policies for Model-Based Offline Reinforcement Learning
·2359 words·12 mins·
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Machine Learning
Reinforcement Learning
🏢 Machine Learning Research Lab, Volkswagen Group
Constrained Latent Action Policies (C-LAP) revolutionizes offline reinforcement learning by jointly modeling state-action distributions, implicitly constraining policies to improve efficiency and redu…