AI Pulse by Inblix

Topic: deep-rl

4 articles

Explore our coverage of deep-rl — 4 curated articles, summaries, and related resources from the Inblix archive.

Why counting states still beats complex exploration in deep RL — Inblix summary
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Why counting states still beats complex exploration in deep RL

OpenAI Blog · Jul 20, 2026 · 2 min read

For years, the consensus was clear: count-based exploration works beautifully in small, tabular settings but falls apar...

Soft Q-learning and policy gradients are secretly the same — Inblix summary
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Soft Q-learning and policy gradients are secretly the same

OpenAI Blog · Jul 20, 2026 · 2 min read

Reinforcement learning has a weird schism at its heart. On one side, you've got policy gradient methods like A3C, which...

Why your AI’s reward signal needs to look at its own hands — Inblix summary
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Why your AI’s reward signal needs to look at its own hands

OpenAI Blog · Jul 20, 2026 · 2 min read

Policy gradient methods are the engine behind some of the most impressive feats in deep reinforcement learning, but the...

OpenAI open-sources a bootcamp for deep reinforcement learning — Inblix summary
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OpenAI open-sources a bootcamp for deep reinforcement learning

OpenAI Blog · Jul 19, 2026 · 2 min read

Deep reinforcement learning has a reputation problem: it's the hardest corner of an already difficult field to break in...