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Jun 2, 2026Off-Policy RL Replay Buffer Memory Leak: Fix 2M Step Crash
The Silent Killer That Crashes Your SAC Agent at 2AM Your off-policy RL agent trains...
Jun 2, 20261 min read0 reactions0 comments
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May 11, 2026DQN vs Rainbow: 4.8x Score Gain From 6 Extensions
The Benchmark That Changed My Mind About "Simple" DQN Rainbow DQN outscores vanilla DQN by...
May 11, 20261 min read0 reactions0 comments
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May 11, 2026DQN vs Double DQN vs Dueling DQN: Atari Breakout Benchmark
The Overestimation Problem Cost Me 40% Performance Vanilla DQN scored 287 average reward...
May 11, 20261 min read0 reactions0 comments
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Apr 2, 2026PPO vs DQN: Discrete Action Spaces Beat Continuous 3x
Most RL Tutorials Get the Algorithm Choice Backwards Pick DQN for CartPole. Pick PPO for...
Apr 2, 20261 min read0 reactions0 comments