n-step-bootstrapping

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BY571 /IQN-and-Extensions

PyTorch Implementation of Implicit Quantile Networks (IQN) for Distributional Reinforcement Learning with additional extensions like PER, Noisy layer, N-step bootstrapping, Dueling architecture and parallel env support.

reinforcement-learning parallel-computing rainbow pytorch multi-environment dqn reinforcement-learning-algorithms parallel-processing iqn prioritized-experience-replay pytorch-implementation implicit-quantile-networks n-step-bootstrapping distributional-r noisy-layer munchausen

UpdatedMar 4, 2023
Jupyter Notebook

BY571 /Normalized-Advantage-Function-NAF-

Star29

PyTorch implementation of the Q-Learning Algorithm Normalized Advantage Function for continuous control problems + PER and N-step Method

reinforcement-learning q-learning dqn reinforcement-learning-algorithms continuous-control naf ddpg-algorithm prioritized-experience-replay normalized-advantage-functions q-learning-algorithm n-step-bootstrapping

UpdatedFeb 16, 2021
Jupyter Notebook

makaveli10 /reinforcementLearning

Star24

Reinforcement Learning - Implementation of Exercises, algorithms from the book Sutton Barto and David silver's RL course in Python, OpenAI Gym.

machine-learning reinforcement-learning q-learning dqn sarsa dynamic-programming random-walk td-learning monte-carlo-methods double-dqn prioritized-experience-replay sutton-gambler experience-replay q-learning-vs-sarsa sutton-gridworld dqn-pytorch model-free-rl david-silver-course n-step-bootstrapping n-step-sarsa

UpdatedMay 3, 2020
Jupyter Notebook

nslyubaykin /relax

Star15

ReLAx - Reinforcement Learning Applications Library

dqn ddpg sac trpo categorical-dqn ppo model-based-rl dyna-q reinforcementlearning td3 policy-gradients rainbow-dqn n-step-bootstrapping mbpo

UpdatedFeb 19, 2023
Python

narjesno /Reinforcement-Learning

Star5

This repository contains all of the Reinforcement Learning-related projects I've worked on. The projects are part of the graduate course at the University of Tehran.

monte-carlo epsilon-greedy policy-gradient sarsa dynamic-programming policy-iteration model-based-rl n-armed-bandit-problem on-policy off-policy double-q-learning model-free-rl n-step-bootstrapping n-step-expected-sarsa n-step-tree-backup ucb-algorithm