model-free

There are 0 repository under model-free topic.

denisyarats / drq
DrQ: Data regularized Q
actor-critic control data-augmentation deep-learning deep-reinforcement-learning dm-control drq gym model-free mujoco off-policy pixel python pytorch reinforcement-learning rl sac soft-actor-crit
Language:Jupyter Notebook 406
rad
MishaLaskin / rad
RAD: Reinforcement Learning with Augmented Data
codebase data-data-augmentations deep-learning deep-learning-algorithms deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning deeplearning-ai dm-control model-free mujoc off-policy ppo rad reinforcement-learning rl sac soft-actor-critic
Language:Jupyter Notebook 401
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 cnc trajectory-optimization trajectory-planning ros2
Language:Python 170
pokaxpoka / sunrise
SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning
codebase deep-learning deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning dm-control model-free mujoco off-policy rainbow reinforcement-learning rl sac soft-actor-critic
Language:Python 119
denisyarats / exorl
ExORL: Exploratory Data for Offline Reinforcement Learning
control datasets deep-learning exporation model-free mujoco off-policy offline-rl python pytorch reinforcement-learning unsupevised
Language:Python 105
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
48
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"
a3c agent ai2thor-environment cup cups model-based model-free multi-task-learning natural-language-instructions natural-language-processing openai-gym-interface pytorch rainbow reinforcement-learning robotics simulated-environments simulation transfer-learning wrapper
Language:Python 48
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 39
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 15
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 policy-gradient reinforcement-learning resource-allocation wireless zeroth-order-optimization
Language:Python 10
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
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
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 4
DjAzDeck / SPG
Sample Policy Gradient
action actor-critic algorithm continuous control deep deterministic learning model-free off-policy optimization policy reinforcement
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
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 1
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
aalexren / iu-rl
[Innopolis University] Reinforcement Learning Course 2022.
gym innopolis-university markov-decision-processes model-free python q-learning reinforcement-learning sarsa-learning
Language:Jupyter Notebook
trevormcinroe / ksl
Implementation of k-Step Latent (KSL)
deep-reinforcement-learning dm-control ksl model-free model-free-rl mujoco pytorch pytorch-implementation reinforcement-learning representation-learning rl sac soft-actor-critic
Language:Jupyter Notebook