DMControl
PulseAugur coverage of DMControl — every cluster mentioning DMControl across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New Q-learning method SGQN shows adaptive action grid benefits
Researchers have introduced Selective Growing Q-Networks (SGQN), a novel approach to Q-learning for continuous control tasks. Unlike previous methods that uniformly increase action space resolution, SGQN adaptively adds…
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New CLAM framework enables robot learning from unlabeled demonstrations
Researchers have developed CLAM (Continuous Latent Action Models), a new framework for robot learning that can infer continuous latent actions from unlabeled demonstration data. This approach bypasses the need for expen…
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New ProSpec RL method enhances agent planning and safety
A new research paper introduces ProSpec RL, a method designed to enhance reinforcement learning agents' ability to plan ahead and make safer decisions. Unlike traditional trial-and-error approaches, ProSpec RL uses a dy…