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Module importing all agents.
Modules
bernoulli_thompson_sampling_agent module: An Thompson sampling agent for Bernoulli bandit problems.
dropout_thompson_sampling_agent module: A neural network based agent that implements Thompson sampling via dropout.
examples module
exp3_agent module: Implements the EXP3 bandit algorithm.
exp3_mixture_agent module: A mixture agent that updates the mixture distribution based on EXP3.
greedy_multi_objective_neural_agent module: An agent that uses and trains a greedy reward prediction policy.
greedy_reward_prediction_agent module: An agent that uses and trains a greedy reward prediction policy.
lin_ucb_agent module: Implements the Linear UCB bandit algorithm.
linear_bandit_agent module: An agent that maintains linear estimates for rewards and their uncertainty.
linear_thompson_sampling_agent module: Implements the Linear Thompson Sampling bandit algorithm.
mixture_agent module: An agent that mixes a list of agents with a constant mixture distribution.
neural_boltzmann_agent module: A neural network based agent that implements Boltzmann exploration.
neural_epsilon_greedy_agent module: A neural network based agent that implements epsilon greedy exploration.
neural_falcon_agent module: A neural network based agent that implements Falcon exploration.
neural_linucb_agent module: Implements the Neural + LinUCB bandit algorithm.
ranking_agent module: Ranking agent.
static_mixture_agent module: An agent that mixes a list of agents with a constant mixture distribution.
utils module: Common utility code and linear algebra functions.