Embedded Files
Results in Multi-armed Bandit literature
Results in Multi-armed Bandit literature
Proof sketch of the converse result in the Classical Multi-armed Bandit problem
Proof sketch of the Uniform Confidence Bound (UCB) algorithm
Proof sketch of the Thompson Sampling algorithm using Beta priors
Paper Explained series for Offline Reinforcement Learning
Paper Explained series for Offline Reinforcement Learning
Dataset for benchmarking Offline/Batch RL algorithms
Model-based Offline Reinforcement Learning algorithm
Model-based Offline Policy Optimization algorithm
Critic Regularized Regression
Fitted Value/Policy Iteration algorithm for Offline RL
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