Offline Reinforcement Learning - Groups

Model-based Offline Policy Optimization with Adversarial Network (MOAN)

Offline RL framework called MOAN, which introduces a two-player game to improve the generalization capability of the transition model and mitigate the negative effects of...

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Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforceme...

This paper presents advanced techniques of training diffusion policies for offline reinforcement learning (RL).

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D4RL

D4RL datasets for maze2d-umaze, maze2d-medium, maze2d-large, antmaze-umaze, antmaze-medium, antmaze-large, parking, soccer-sim, and soccer-physical tasks

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3 datasets found

Model-based Offline Policy Optimization with Adversarial Network (MOAN)

Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforceme...

D4RL