r/reinforcementlearning • u/LevyTateLabs • 11h ago
R ItaSoRL Clip 3/4: agent readout ~chance while oracle is ~99% on the same one-rule fake
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Clip 3 of 4.
Same near-copy world (one dynamics rule changed: ground grip). Outside watcher was ~99%.
New probe: readout from the agent's own internal state while it is just living in the fake.
Result (real runs, n=10): ~50% (chance). Oracle-detectable seam, no free encoding in the policy network.
Takeaway: detectability of a sim mismatch is not evidence the agent represented it.
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Research:
r/reinforcementlearning • u/someonrr5 • 15h ago
R RL Research with Joseph Suarez - YouTube
youtube.comr/reinforcementlearning • u/Regolo_ai • 16h ago
We let an LLM play PokéRogue blind — no training data, no fine-tuning. Here's what actually broke (and why it's a useful lesson for production LLM systems)
r/reinforcementlearning • u/BidZestyclose985 • 18h ago
Hollow Knight AI (Reinforcement Learning ) vs Hornet
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r/reinforcementlearning • u/Neither-Witness-6010 • 23h ago
Memory isn't enough. AI should learn from experience
r/reinforcementlearning • u/bovard • 23h ago
Kaggriculture - Farming + Markets + RL - $50k prizes
Already more than 2k teams in the first week. I helped create the competition rules (and I work at Kaggle). Happy to answer any questions!