model-based-rl

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Here are 74 public repositories matching this topic...

IcarusWizard / simrl

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Simple Implementations of RL Algorithm in PyTorch

reinforcement-learning distributed-computing model-based-rl model-free-rl distributional-rl

Updated Nov 16, 2021
Python

Aditya-Ramesh-10 / Dyna_Q_Cartpole

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reinforcement-learning jupyter-notebook q-learning model-based-rl

Updated Jul 8, 2019
Jupyter Notebook

muratkrty / grid-activations

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A repostiory to generate grid activation for an environment

model-based-rl spatial-navigation gridcell

Updated Jun 4, 2019
Python

shaheennabi / Reinforcement-or-Deep-Reinforcement-Learning-Practices-and-Mini-Projects

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Reinforcement Learning (RL) 🤖! This repository is your hands-on guide to implementing RL algorithms, from Markov Decision Processes (MDPs) to advanced methods like PPO and DDPG. 🚀 Build smart agents, learn the math behind policies, and experiment with real-world applications! 🔥💡

agent research reinforcement-learning monte-carlo policy-gradient markov-decision-processes temporal-differencing-learning proximal-policy-optimization model-based-rl actor-critic-algorithm policy-optimization model-free-rl

Updated Nov 12, 2024

kirankigi5 / RL_project_crank_rockers

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Control of InvertedPendulum on a cart

reinforcement-learning model-based-rl riccati-equations

Updated May 14, 2023
Jupyter Notebook

nslyubaykin / relax_frwr_example

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Example FRWR (PDDM) implementation with ReLAx

reinforcement-learning reinforcement-learning-algorithms continuous-control model-predictive-control model-based-rl model-based-reinforcement-learning

Updated Aug 29, 2022
Jupyter Notebook

mKabouri / RL-algorithms

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reinforcement-learning policy-gradient reinforcement-learning-algorithms model-based-rl model-free-rl

Updated Nov 8, 2024
Jupyter Notebook

PhilippThoelke / rl-latent-future

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Trying out a reinforcement learning algorithm that uses predictions of future states

machine-learning reinforcement-learning neural-network autoencoder model-based-rl

Updated Jan 30, 2020
Python

ClaireSmid / Model-based_Model-free_Developmental

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Scripts, data and tasks for running the analyses as described in https://psyarxiv.com/ervsb/

development model-based-rl model-free-rl

Updated Aug 24, 2021
MATLAB

Itomigna2 / Muesli-cartpole

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Simple Muesli RL algorithm implementation (PyTorch)

reinforcement-learning deep-learning colab muesli model-based-rl cartpole-v1 muzero

Updated Jan 24, 2023
Jupyter Notebook

tensor-mutator / Symbiosis

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A Reinforcement Learning library for solving custom environments

reinforcement-learning deep-learning artificial-intelligence mcts optical-flow deep-q-network model-based-rl prioritized-experience-replay alphazero experience-replay flappy-bird-agent model-free-rl temporal-difference-learning enduro-agent

Updated May 27, 2021
Python

znreza / RL_Best_Presentation

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This presentation contains very precise yet detailed explanation of concepts of a very interesting topic -- Reinforcement Learning.

reinforcement-learning exploration reinforcement-learning-algorithms sarsa exploitation bandit-learning active-learning td-learning alphago model-based-rl bandit-algorithm passive-learning model-free sarsa-learning rl-vs-supervised-learning rl-vs-unsupervised-learning

Updated Dec 25, 2017

KuoHaoZeng / cartpole_model_based_control

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Behaviour Cloning of Cartpole Swing-up Policy with Model-Predictive Uncertainty Regularization (UW CSE571 Guided Project)

computer-vision deep-learning cartpole uncertainty-neural-networks behavioral-cloning uncertainty-estimation model-based-rl

Updated Jul 6, 2023
Python

esther-poniatowski / Massi2022

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Testing different Reinforcement Learning strategies inspired by hippocampal replay for robotic navigation

reinforcement-learning replays hippocampus neurorobotics model-based-rl model-free-rl

Updated Jun 13, 2022
Roff

desaixie / Learning-from-a-Driving-Simulator

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Zero-trial Model-based Imitation Learning with Partial Trajectory

research-project imitation-learning zero-shot-learning model-based-rl

Updated Oct 29, 2021
Python

sahandkhoshdel99 / Reinforcement-Learning-

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monte-carlo q-learning dqn epsilon-greedy policy-gradient dynamic-programming transfer-learning policy-iteration value-iteration model-based-rl behavioral-economics sarsa-learning n-armed-bandit-problem double-q-learning model-learning n-step-expected-sarsa n-step-tree-backup ucb-algorithm cognitive-fallacies

Updated Sep 27, 2021
Jupyter Notebook

janwithb / thesis

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This is the official PyTorch implementation of my Master thesis. The main goal of this work was to optimize latent dynamics models with unsupervised representation learning.

reinforcement-learning thesis autoencoder representation-learning model-based-rl model-based-reinforcement-learning contrastive-learning