model-free

There are 0 repository under model-free topic.

rad
MishaLaskin / rad
RAD: Reinforcement Learning with Augmented Data
reinforcement-learning rl deep-learning data-mujoc dm-control rad data-augmentations codebase model-free off-policy deep-reinforcement-learning deep-neural-networks deep-learning-algorithms deep-q-learning deep-q-network deeplearning-ai soft-actor-critic sac ppo
Language:Jupyter Notebook 399
denisyarats / drq
DrQ: Data regularized Q
rl reinforcement-learning deep-learning mujoco dm-control gym pixel sac soft-actor-crit pytorch python actor-critic control drq deep-reinforcement-learning data-augmentation off-policy model-free
Language:Jupyter Notebook 398
pokaxpoka / sunrise
SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning
reinforcement-learning rl deep-learning mujoco dm-control codebase model-free off-policy deep-reinforcement-learning deep-neural-networks deep-q-learning deep-q-network soft-actor-critic sac rainbow
Language:Python 117
denisyarats / exorl
ExORL: Exploratory Data for Offline Reinforcement Learning
python control reinforcement-learning unsupevised offline-rl deep-learning pytorch off-policy mujoco model-free exporation datasets
Language:Python 97
UniBwTAS / ccma
Curvature Corrected Moving Average: An accurate and model-free path smoothing algorithm.
data-driven easy-to-use model-free moving-average path-smoothing robotics ros accurate-smoothing curvature-corrected-moving-average python smoothing path-interpolation kernel kernel-smoothing curve-fitting
Language:Python 83
ewanlee / ICLR2019-RL-Papers
The Reinforcement-Learning-Related Papers of ICLR 2019
iclr2019 reinforcement-learning multiagent-reinforcement-learning model-free model-based-rl hierarchical-reinforcement-learning inverse-reinforcement-learning imitation-learning sequence-modeling robust-reinforcement-learning meta-learning transfer-learning intrinsic-reward online-learning
47
TheMTank / cups-rl
Customisable Unified Physical Simulations (CUPS) for Reinforcement Learning. Experiments run on the ai2thor environment (http://ai2thor.allenai.org/) e.g. using A3C, RainbowDQN and A3C_GA (Gated Attention multi-modal fusion) for Task-Oriented Language Grounding (tasks specified by natural language instructions) e.g. "Pick up the Cup or else"
reinforcement-learning robotics cups simulated-environments multi-task-learning cup a3c rainbow model-based transfer-learning simulation natural-language-processing natural-language-instructions wrapper agent ai2thor-environment openai-gym-interface pytorch model-free
Language:Python 47
lucidrains / SAC-pytorch
Implementation of Soft Actor Critic and some of its improvements in Pytorch
artificial-intelligence deep-learning model-free reinforcement-learning robotics
Language:Python 27
vision-cartpole-dqn
fedebotu / vision-cartpole-dqn
Implementation of the CartPole from OpenAI's Gym using only visual input for Reinforcement Learning control with DQN
reinforcement-learning vision-cartpole cartpole openai-gym dqn inverted-pendulum model-free-rl model-free-control model-free computer-vision
Language:Jupyter Notebook 12
albert100121 / MLVR-Pytorch
A Pytorch implementation of The Visual Centrifuge: Model-Free Layered Video Representations.
cvpr cvpr2019 cvpr19 pytorch pytorch-implementation mlvr deep-learning deep-neural-networks model-free video frame 3d-cnn 3d-conv 3d-convolutional-network 3d-convolutions inception3d i3d i3d-inception-architecture
Language:Python 9
hassaanhashmi / pd_zdpg_plus
Code for IEEE MLSP 2021 paper titled "Model-Free Learning of Optimal Deterministic Resource Allocations in Wireless Systems via Action-Space Exploration"
model-free wireless resource-allocation reinforcement-learning policy-gradient zeroth-order-optimization
Language:Python 8
bmaxdk / DeepRL-ND-Continuous-Control
DDPG and D4PG Continuous Control
ddpg-algorithm deep-reinforcement-learning openai-gym unity d4pg-algorithm model-free off-policy pytorch
Language:ASP.NET 7
fedebotu / a3c-flappy-bird
Deep Reinforcement Learning implementation in Keras of an AI controlling the popular Flappy Bird videogame, using Asynchronous Advantage Actor Critic (A3C)
a3c deep-reinforcement-learning reinforcement-learning flappy-bird model-free model-free-rl
Language:Python 5
DjAzDeck / SPG
Sample Policy Gradient
deep reinforcement learning policy optimization off-policy model-free continuous action control deterministic algorithm actor-critic
Language:Python 2
domingoesteban / robolearn
A Python package for Robot Learning
robot-learning python reinforcement-learning imitation-learning environments robotics python-learning pyrobolearn model-based model-free gps hiu
Language:Jupyter Notebook 2
networkinference / ESL
Network inference via Event Space Linearization (ESL)
network inference network-inference spikes spiking-neural-networks spiking-networks network-reconstruction reconstruction model-free neural-networks
Language:Python 2
rssalessio / ModelFreeActiveExplorationRL
This repository hosts the code accompanying the paper "Model-Free Active Exploration in Reinforcement Learning". Our study approaches the exploration problem in Reinforcement Learning (RL) from an information-theoretical viewpoint and presents a novel, efficient, and entirely model-free solution.
best-policy-identification exploration model-free python reinforcement-learning dbmfbpi mfbpi
Language:Jupyter Notebook 2
znreza / RL_Best_Presentation
This presentation contains very precise yet detailed explanation of concepts of a very interesting topic -- Reinforcement Learning.
reinforcement-learning reinforcement-learning-algorithms td-learning sarsa sarsa-learning exploration exploitation bandit-algorithm bandit-learning alphago active-learning passive-learning model-based-rl model-free rl-vs-supervised-learning rl-vs-unsupervised-learning
1
agnivchtj / Reinforcement-Learning
Program an agent to learn the optimal route through a maze using reward-based action selection
reinforcement-learning q-learning-algorithm java reward-based-learning model-free
Language:Java 0
Yahnnosh / Implementation-of-a-Blackjack-playing-agent
Project for the course "Foundations of Reinforcement Learning" 2021 at ETH Zurich
model-based model-free reinforcement-learning
Language:Python 0
aalexren / iu-rl
[Innopolis University] Reinforcement Learning Course 2022.
innopolis-university markov-decision-processes python reinforcement-learning gym model-free q-learning sarsa-learning
Language:Jupyter Notebook
trevormcinroe / ksl
Implementation of k-Step Latent (KSL)
rl reinforcement-learning deep-reinforcement-learning mujoco dm-control sac soft-actor-critic pytorch pytorch-implementation representation-learning model-free-rl model-free ksl
Language:Jupyter Notebook