Paper2026
Maximum Likelihood Reinforcement Learning (MaxRL)
Tajwar et al.
A recent idea for training models on pass-fail tasks when sampling matters
Policy gradients
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Concept2017
Proximal Policy Optimization (PPO)
Schulman et al.
A stable, sample-efficient policy gradient algorithm for reinforcement learning