A3C
PulseAugur coverage of A3C — every cluster mentioning A3C across labs, papers, and developer communities, ranked by signal.
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DeepMind's A3C paper wins ICML Test of Time Award, stressing compute constraints
At ICML 2026, Google DeepMind's Volodymyr Mnih accepted the Test of Time Award for the 2016 paper "Asynchronous Methods for Deep Reinforcement Learning." Mnih highlighted that computational constraints, specifically the…
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OpenAI finds evolution strategies rival reinforcement learning for AI training
OpenAI researchers have found that evolution strategies (ES), a decades-old optimization technique, can rival the performance of modern reinforcement learning (RL) methods on benchmarks like Atari and MuJoCo. ES offers …
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OpenAI and researchers reveal AI vulnerabilities to adversarial attacks
OpenAI researchers are exploring the transferability of adversarial robustness across different types of perturbations in neural networks. Their findings indicate that robustness against one perturbation type does not a…
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OpenAI advances reinforcement learning with Dota 2, safety, and generalization
OpenAI has published a series of research papers detailing advancements in reinforcement learning. These include achieving superhuman performance in Dota 2 with OpenAI Five, developing benchmarks for safe exploration in…