/** * RL Algorithms Index * * Exports all reinforcement learning algorithm implementations. */ // PPO - Proximal Policy Optimization export { PPOAlgorithm, createPPO, DEFAULT_PPO_CONFIG, } from './ppo.js'; // DQN - Deep Q-Network export { DQNAlgorithm, createDQN, DEFAULT_DQN_CONFIG, } from './dqn.js'; // A2C - Advantage Actor-Critic export { A2CAlgorithm, createA2C, DEFAULT_A2C_CONFIG, } from './a2c.js'; // Decision Transformer export { DecisionTransformer, createDecisionTransformer, DEFAULT_DT_CONFIG, } from './decision-transformer.js'; // Q-Learning (Tabular) export { QLearning, createQLearning, DEFAULT_QLEARNING_CONFIG, } from './q-learning.js'; // SARSA export { SARSAAlgorithm, createSARSA, DEFAULT_SARSA_CONFIG, } from './sarsa.js'; // Curiosity-Driven Exploration export { CuriosityModule, createCuriosity, DEFAULT_CURIOSITY_CONFIG, } from './curiosity.js'; import { createPPO, DEFAULT_PPO_CONFIG } from './ppo.js'; import { createDQN, DEFAULT_DQN_CONFIG } from './dqn.js'; import { createA2C, DEFAULT_A2C_CONFIG } from './a2c.js'; import { createDecisionTransformer, DEFAULT_DT_CONFIG } from './decision-transformer.js'; import { createQLearning, DEFAULT_QLEARNING_CONFIG } from './q-learning.js'; import { createSARSA, DEFAULT_SARSA_CONFIG } from './sarsa.js'; import { createCuriosity, DEFAULT_CURIOSITY_CONFIG } from './curiosity.js'; /** * Create an RL algorithm by name */ export function createAlgorithm(algorithm, config) { // Use type assertions since config is validated by algorithm switch switch (algorithm) { case 'ppo': return createPPO(config); case 'dqn': return createDQN(config); case 'a2c': return createA2C(config); case 'decision-transformer': return createDecisionTransformer(config); case 'q-learning': return createQLearning(config); case 'sarsa': return createSARSA(config); case 'curiosity': return createCuriosity(config); default: throw new Error(`Unknown algorithm: ${algorithm}`); } } /** * Get default configuration for an algorithm */ export function getDefaultConfig(algorithm) { switch (algorithm) { case 'ppo': return { ...DEFAULT_PPO_CONFIG }; case 'dqn': return { ...DEFAULT_DQN_CONFIG }; case 'a2c': return { ...DEFAULT_A2C_CONFIG }; case 'decision-transformer': return { ...DEFAULT_DT_CONFIG }; case 'q-learning': return { ...DEFAULT_QLEARNING_CONFIG }; case 'sarsa': return { ...DEFAULT_SARSA_CONFIG }; case 'curiosity': return { ...DEFAULT_CURIOSITY_CONFIG }; default: throw new Error(`Unknown algorithm: ${algorithm}`); } } //# sourceMappingURL=index.js.map