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Found 3 papers, 2 papers with code
Gradual Optimization Learning for Conformational Energy Minimization
Our results demonstrate that the neural network trained with GOLF performs on par with the oracle on a benchmark of diverse drug-like molecules using $50$x less additional data.
Graphical Object-Centric Actor-Critic
Our algorithm performs better in a visually complex 3D robotic environment and a 2D environment with compositional structure than the state-of-the-art model-free actor-critic algorithm built upon transformer architecture and the state-of-the-art monolithic model-based algorithm.
Long-Term Exploration in Persistent MDPs
Exploration is an essential part of reinforcement learning, which restricts the quality of learned policy.
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