Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "deep-reinforcement-learning" keyword

marl 1.0.0
Multi-Agent Reinforcement Learning
1 version - Latest release: over 2 years ago - 1 dependent repositories - 9 downloads last month - 25 stars on GitHub - 1 maintainer
gym-games 1.0.3
This is a gym version of various games for reinforcenment learning.
2 versions - Latest release: almost 5 years ago - 2 dependent repositories - 32 downloads last month - 69 stars on GitHub - 1 maintainer
makrl 0.0.0
makrl - modular algorithm kit for reinforcement learning
1 version - Latest release: over 5 years ago - 1 dependent repositories - 4 downloads last month - 4 stars on GitHub - 1 maintainer
pytorch-policy 0.1.1
Reinforcement Learning in Pytorch
2 versions - Latest release: almost 6 years ago - 1 dependent repositories - 13 downloads last month - 441 stars on GitHub - 1 maintainer
navix 0.4.0
Accelerated gridworld navigation with JAX for deep reinforcement learning
23 versions - Latest release: 3 months ago - 3 dependent packages - 525 downloads last month - 27 stars on GitHub - 1 maintainer
Top 3.0% on pypi.org
d3rlpy 2.5.0
An offline deep reinforcement learning library
28 versions - Latest release: about 1 month ago - 3 dependent packages - 15 dependent repositories - 2.48 thousand downloads last month - 1,231 stars on GitHub - 1 maintainer
zjkdemo3 1.1
An offline deep reinforcement learning library
3 versions - Latest release: over 2 years ago - 1 dependent repositories - 15 downloads last month - 1,231 stars on GitHub - 1 maintainer
tensorforce-client 0.1.0a5
A client to run experiments in the cloud using the TensorForce reinforcement learning library.
5 versions - Latest release: over 6 years ago - 1 dependent repositories - 23 downloads last month - 11 stars on GitHub - 1 maintainer
rlzoo 1.0.4
A collection of reinforcement learning algorithms with hierarchical code structure and convenient...
5 versions - Latest release: over 3 years ago - 1 dependent repositories - 36 downloads last month - 605 stars on GitHub - 3 maintainers
Top 2.3% on pypi.org
trax 1.4.1
Trax
24 versions - Latest release: over 2 years ago - 3 dependent packages - 64 dependent repositories - 3.16 thousand downloads last month - 7,963 stars on GitHub - 2 maintainers
zjkdemo2 0.91
An offline deep reinforcement learning library
1 version - Latest release: over 2 years ago - 1 dependent repositories - 7 downloads last month - 1,229 stars on GitHub - 1 maintainer
accelbrainbeat 1.0.5
AccelBrainBeat is a Python library for creating the binaural beats or monaural beats. You can pla...
10 versions - Latest release: about 6 years ago - 99 downloads last month - 301 stars on GitHub - 2 maintainers
tools4yolo 0.11
Some image augmentation tools for yolov5 (and probably other models)
2 versions - Latest release: 10 months ago - 15 downloads last month - 0 stars on GitHub - 1 maintainer
Top 4.8% on pypi.org
unityagents 0.4.0
Unity Machine Learning Agents
5 versions - Latest release: almost 6 years ago - 207 dependent repositories - 305 downloads last month - 16,073 stars on GitHub - 1 maintainer
Top 9.1% on pypi.org
pydbm 1.5.1
`pydbm` is Python library for building Restricted Boltzmann Machine(RBM), Deep Boltzmann Machine(...
44 versions - Latest release: over 4 years ago - 3 dependent repositories - 81 downloads last month - 301 stars on GitHub - 2 maintainers
abcdrl 0.2.0a6
Modular Single-file Reinfocement Learning Algorithms Library
4 versions - Latest release: over 1 year ago - 27 downloads last month - 38 stars on GitHub - 1 maintainer
Top 9.7% on pypi.org
pygan 1.1.2
pygan is Python library to implement Generative Adversarial Networks(GANs), Conditional GANs, Adv...
16 versions - Latest release: almost 2 years ago - 1 dependent package - 3 dependent repositories - 126 downloads last month - 298 stars on GitHub - 2 maintainers
Top 5.0% on pypi.org
pysummarization 1.1.9
pysummarization is Python library for the automatic summarization, document abstraction, and text...
18 versions - Latest release: almost 2 years ago - 15 dependent repositories - 1.52 thousand downloads last month - 298 stars on GitHub - 2 maintainers
Top 7.4% on pypi.org
accel-brain-base 1.1.0
accel-brain-base is a basic library of the Deep Learning for rapid development at low cost. This ...
12 versions - Latest release: almost 2 years ago - 5 dependent repositories - 131 downloads last month - 298 stars on GitHub - 1 maintainer
Top 7.5% on pypi.org
pyqlearning 1.2.7
pyqlearning is Python library to implement Reinforcement Learning and Deep Reinforcement Learning...
24 versions - Latest release: 6 months ago - 5 dependent repositories - 220 downloads last month - 298 stars on GitHub - 2 maintainers
ev2gym 1.0.0
A realistic V2G simulator environment
2 versions - Latest release: 2 months ago - 54 downloads last month - 1 stars on GitHub - 1 maintainer
pycomposer 1.0.6
pycomposer is Python library for Algorithmic Composition or Automatic Composition based on the st...
11 versions - Latest release: almost 2 years ago - 1 dependent repositories - 69 downloads last month - 297 stars on GitHub - 2 maintainers
algo-wars 0.0.1
algo-wars is Python library for Investment Strategies such as Volatility Modeling, Technical Anal...
1 version - Latest release: about 3 years ago - 1 dependent repositories - 24 downloads last month - 297 stars on GitHub - 1 maintainer
Top 2.7% on pypi.org
gym-unity 0.28.0
Unity Machine Learning Agents Gym Interface
41 versions - Latest release: over 2 years ago - 3 dependent packages - 45 dependent repositories - 1.06 thousand downloads last month - 16,073 stars on GitHub - 3 maintainers
microvault 0.2.32
Microvault - RL for Navigation
7 versions - Latest release: about 1 month ago - 89 downloads last month - 0 stars on GitHub - 1 maintainer
mlagents-jf 0.29.0.dev0
Unity Machine Learning Agents
1 version - Latest release: about 2 years ago - 1 dependent repositories - 12 downloads last month - 16,073 stars on GitHub - 1 maintainer
mlagents-envs-jf 0.29.0.dev0
Unity Machine Learning Agents Interface
1 version - Latest release: about 2 years ago - 1 dependent repositories - 8 downloads last month - 16,073 stars on GitHub - 1 maintainer
mvc 1.1.2
Cleanest Deep Reinforcement Learning Implementation Based on Web MVC
4 versions - Latest release: about 5 years ago - 2 dependent repositories - 38 downloads last month - 10 stars on GitHub - 1 maintainer
agilerl 0.1.26
AgileRL is a deep reinforcement learning library focused on improving RL development through RLOps.
33 versions - Latest release: 25 days ago - 1 dependent repositories - 2.55 thousand downloads last month - 501 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
carla 0.9.15 💰
Python API for communicating with the CARLA server.
7 versions - Latest release: 7 months ago - 6 dependent packages - 164 dependent repositories - 12.3 thousand downloads last month - 10,519 stars on GitHub - 2 maintainers
omnisafe 0.4.0
A comprehensive and reliable benchmark for safe reinforcement learning.
10 versions - Latest release: about 1 year ago - 1 dependent repositories - 245 downloads last month - 833 stars on GitHub - 3 maintainers
Top 9.7% on pypi.org
tf2rl 1.1.5
Deep Reinforcement Learning for TensorFlow2
23 versions - Latest release: almost 3 years ago - 3 dependent repositories - 190 downloads last month - 458 stars on GitHub - 1 maintainer
finrl-meta 0.3.6 💰
FinRL­-Meta: A Universe of ­ Market En­vironments for Data­-Driven Financial Reinforcement Learning
3 versions - Latest release: over 1 year ago - 1 dependent repositories - 70 downloads last month - 1,148 stars on GitHub - 2 maintainers
vinci 1.0.0
Deep Reinforcement Learning framework
1 version - Latest release: almost 7 years ago - 1 dependent repositories - 7 downloads last month - 6 stars on GitHub - 1 maintainer
gym-novel-gridworlds 1.2
Gym Novel Gridworlds are environments for OpenAI Gym
3 versions - Latest release: almost 4 years ago - 1 dependent repositories - 16 downloads last month - 5 stars on GitHub - 1 maintainer
bellman 0.1.0
A Toolbox for Model-Based Reinforcement Learning in TensorFlow
1 version - Latest release: about 3 years ago - 3 dependent repositories - 19 downloads last month - 53 stars on GitHub - 1 maintainer
ai-economist 1.7.1
Foundation: An Economics Simulation Framework
10 versions - Latest release: over 2 years ago - 1 dependent repositories - 210 downloads last month - 19 stars on GitHub - 2 maintainers
highrl 1.4.0
Two level RL for robots navigation
21 versions - Latest release: over 1 year ago - 104 downloads last month - 7 stars on GitHub - 1 maintainer
Top 5.9% on pypi.org
rl-zoo3 2.3.0
A Training Framework for Stable Baselines3 Reinforcement Learning Agents
21 versions - Latest release: 2 months ago - 3 dependent packages - 1 dependent repositories - 1.84 thousand downloads last month - 1,787 stars on GitHub - 4 maintainers
deer 0.4.3
Framework for deep reinforcement learning
9 versions - Latest release: over 3 years ago - 2 dependent repositories - 122 downloads last month - 485 stars on GitHub - 1 maintainer
Top 7.3% on pypi.org
neptune-contrib 0.28.1
Neptune.ai contributions library
77 versions - Latest release: over 2 years ago - 1 dependent package - 35 dependent repositories - 1.56 thousand downloads last month - 27 stars on GitHub - 4 maintainers
carla-client-unofficial 0.9.11 💰
Python API for communicating with the CARLA server.
3 versions - Latest release: over 3 years ago - 1 dependent repositories - 36 downloads last month - 10,519 stars on GitHub - 2 maintainers
rainy 0.8.0
Algorithm and utilities for deep reinforcement learning
12 versions - Latest release: over 3 years ago - 3 dependent repositories - 83 downloads last month - 37 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
mlagents 1.0.0
Unity Machine Learning Agents
46 versions - Latest release: 8 months ago - 7 dependent packages - 131 dependent repositories - 12.3 thousand downloads last month - 16,073 stars on GitHub - 3 maintainers
Top 1.1% on pypi.org
mlagents-envs 1.0.0
Unity Machine Learning Agents Interface
45 versions - Latest release: 8 months ago - 6 dependent packages - 91 dependent repositories - 18.4 thousand downloads last month - 16,073 stars on GitHub - 3 maintainers
xpag 0.2.9
xpag: Exploring Agents
18 versions - Latest release: 7 months ago - 36 downloads last month - 20 stars on GitHub - 1 maintainer
eve-mli 0.1.0
eve-mli: making learning interesting.
2 versions - Latest release: over 3 years ago - 1 dependent repositories - 15 downloads last month - 9 stars on GitHub - 1 maintainer
robovat 0.1.0
RoboVat: A unified toolkit for simulated and real-world robotic task environments.
1 version - Latest release: about 4 years ago - 1 dependent repositories - 14 downloads last month - 67 stars on GitHub - 1 maintainer
aine-drl 0.1.1
AINE-DRL is a deep reinforcement learning (DRL) baseline framework. AINE means "Agent IN Environm...
2 versions - Latest release: about 1 year ago - 17 downloads last month - 7 stars on GitHub - 1 maintainer
drl-snakey 1.1.1
A Deep Reinforcement Learning study package. With game environment.
5 versions - Latest release: about 5 years ago - 1 dependent repositories - 49 downloads last month - 32 stars on GitHub - 1 maintainer
active-pre-train-ppg 0.0.8
Unsupervised pre-training with PPG
8 versions - Latest release: over 2 years ago - 55 downloads last month - 1 stars on GitHub - 1 maintainer
Top 7.6% on pypi.org
bark-simulator 1.4.10
A tool for Behavior benchmARKing
47 versions - Latest release: about 2 years ago - 2 dependent repositories - 885 downloads last month - 274 stars on GitHub - 4 maintainers
yarll 0.0.12
Yet Another Reinforcement Learning Library
12 versions - Latest release: over 4 years ago - 1 dependent repositories - 63 downloads last month - 84 stars on GitHub - 1 maintainer
rlpack 1.0.1
Implementation of RL Algorithms
1 version - Latest release: over 1 year ago - 13 downloads last month - 2 stars on GitHub - 1 maintainer
Top 9.2% on pypi.org
diambra-arena 2.2.6
DIAMBRAâ„¢ Arena. Built with OpenAI Gym Python interface, easy to use, transforms popular video gam...
33 versions - Latest release: 4 months ago - 1 dependent package - 1 dependent repositories - 575 downloads last month - 291 stars on GitHub - 2 maintainers
rl-plotter 2.4.0
A plotter for reinforcement learning (RL)
18 versions - Latest release: over 2 years ago - 1 dependent repositories - 81 downloads last month - 198 stars on GitHub - 1 maintainer
unsupervised-on-policy 0.1.2
Unsupervised pre-training with PPG
3 versions - Latest release: over 2 years ago - 1 dependent repositories - 11 downloads last month - 1 stars on GitHub - 1 maintainer
lazaro 0.1.1
Reinforcement learning framework for implementing custom models on custom environments using stat...
6 versions - Latest release: about 3 years ago - 1 dependent repositories - 41 downloads last month - 4 stars on GitHub - 1 maintainer
cleanrl-test 1.1.2 💰
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-f...
5 versions - Latest release: over 1 year ago - 22 downloads last month - 4,473 stars on GitHub - 1 maintainer
cleanrl 1.2.0 💰
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-f...
13 versions - Latest release: about 1 year ago - 1 dependent repositories - 191 downloads last month - 4,473 stars on GitHub - 1 maintainer
rllite 0.5.1
rl lite repository
11 versions - Latest release: about 5 years ago - 1 dependent repositories - 77 downloads last month - 10 stars on GitHub - 1 maintainer
decuen 0.0.5
Reinforcement learning framework built in modern Python for experimentation, ease-of-use, modular...
6 versions - Latest release: over 4 years ago - 1 dependent repositories - 20 downloads last month - 1 stars on GitHub - 1 maintainer
easyagents 1.4.1
reinforcement learning for practitioners.
11 versions - Latest release: over 4 years ago - 1 dependent repositories - 59 downloads last month - 35 stars on GitHub - 2 maintainers
minerva-ui 0.40
An out-of-the-box GUI tool for offline deep reinforcement learning
7 versions - Latest release: about 3 years ago - 1 dependent repositories - 43 downloads last month - 91 stars on GitHub - 1 maintainer
actorch 0.0.5
Deep reinforcement learning framework for fast prototyping based on PyTorch
5 versions - Latest release: about 1 year ago - 1 dependent repositories - 68 downloads last month - 13 stars on GitHub - 1 maintainer
wacky-rl 0.0.9
Create custom reinforcement learning agents with wacky-rl.
9 versions - Latest release: about 2 years ago - 1 dependent repositories - 151 downloads last month - 3 stars on GitHub - 1 maintainer
macad-gym 0.1.4
Learning environments for Multi-Agent Connected Autonomous Driving (MACAD) with OpenAI Gym compat...
4 versions - Latest release: over 3 years ago - 1 dependent repositories - 42 downloads last month - 305 stars on GitHub - 1 maintainer
harder 0.0.6
Reinforcement Learning Utils
1 version - Latest release: over 5 years ago - 1 dependent repositories - 24 downloads last month - 0 stars on GitHub - 1 maintainer
l2r 0.0.2
a OpenAI gym environment for high performance autonomous racing
3 versions - Latest release: over 1 year ago - 17 downloads last month - 131 stars on GitHub - 1 maintainer
marllib 1.0.3
One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)
12 versions - Latest release: about 1 year ago - 191 downloads last month - 769 stars on GitHub - 1 maintainer
drlkit 0.1.7
A High Level Python Deep Reinforcement Learning library. Great for beginners, for prototyping and...
17 versions - Latest release: over 4 years ago - 1 dependent repositories - 58 downloads last month - 32 stars on GitHub - 1 maintainer
animalai 4.0.1
Animal AI Python API
25 versions - Latest release: 3 months ago - 5 dependent repositories - 146 downloads last month - 38 stars on GitHub - 4 maintainers
Top 2.4% on pypi.org
airsim 1.8.1
Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research
14 versions - Latest release: over 1 year ago - 1 dependent package - 62 dependent repositories - 2.28 thousand downloads last month - 15,430 stars on GitHub - 5 maintainers
airsim-adaptor 1.0.3
A customized airsim API adaptor for special purposes
2 versions - Latest release: almost 4 years ago - 37 downloads last month - 15,865 stars on GitHub - 1 maintainer
airsim-emulator 1.0.1
A customized airsim API emulator for special purposes
1 version - Latest release: about 4 years ago - 32 downloads last month - 15,865 stars on GitHub - 1 maintainer
mrl-airsim 0.0.4
Fork of AirSim developped by McGill MRL (Mobile Robotics Lab). Original credit goes to Microsoft ...
1 version - Latest release: over 2 years ago - 1 dependent repositories - 17 downloads last month - 15,865 stars on GitHub - 1 maintainer
Top 5.7% on pypi.org
mushroom-rl 1.10.1
A Python library for Reinforcement Learning experiments.
20 versions - Latest release: about 2 months ago - 5 dependent packages - 3 dependent repositories - 908 downloads last month - 781 stars on GitHub - 2 maintainers
Top 7.2% on pypi.org
finrl 0.3.7 💰
FinRL: Financial Reinforcement Learning Framework.
9 versions - Latest release: about 2 months ago - 1 dependent repositories - 1.29 thousand downloads last month - 9,198 stars on GitHub - 2 maintainers
Top 7.2% on pypi.org
deepqrl 0.1
DEEp Reinforcement learning framework
1 version - Latest release: 10 months ago - 2 dependent repositories - 485 stars on GitHub - 1 maintainer
deepcoord 1.1.1
DeepCoord: Self-Learning Network and Service Coordination Using Deep Reinforcement Learning
1 version - Latest release: over 2 years ago - 1 dependent repositories - 15 downloads last month - 24 stars on GitHub - 1 maintainer
rlcard-uno 2.0.2
A Toolkit for Reinforcement Learning in Card Games
3 versions - Latest release: over 1 year ago - 9 downloads last month - 2,726 stars on GitHub - 1 maintainer
Top 2.6% on pypi.org
rlcard 1.2.0
A Toolkit for Reinforcement Learning in Card Games
36 versions - Latest release: about 1 year ago - 4 dependent packages - 26 dependent repositories - 2.41 thousand downloads last month - 2,726 stars on GitHub - 1 maintainer
ailiga 0.1.0
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjo...
2 versions - Latest release: over 1 year ago - 35 downloads last month - 2,726 stars on GitHub - 1 maintainer
chi 0.2
A high-level framework for advanced deep learning with TensorFlow
1 version - Latest release: about 7 years ago - 2 dependent repositories - 57 downloads last month - 54 stars on GitHub - 1 maintainer
rlflow 0.1.3
A framework for learning about and experimenting with reinforcement learning algorithms
2 versions - Latest release: over 7 years ago - 1 dependent repositories - 17 downloads last month - 20 stars on GitHub - 1 maintainer
Top 7.5% on pypi.org
sumo-rl 1.4.5
RL environments and learning code for traffic signal control in SUMO.
10 versions - Latest release: about 1 month ago - 3 dependent repositories - 683 downloads last month - 621 stars on GitHub - 1 maintainer
animalai-train 2.0.0
Animal AI training library
19 versions - Latest release: about 4 years ago - 1 dependent repositories - 143 downloads last month - 571 stars on GitHub - 3 maintainers
rlgraph 0.5.5
A Framework for Modular Deep Reinforcement Learning
26 versions - Latest release: almost 5 years ago - 1 dependent repositories - 246 downloads last month - 315 stars on GitHub - 2 maintainers
memory-gym 1.0.2
A gym that contains the memory benchmarks Mortar Mayhem, Mystery Maze and Searing Spotlights
36 versions - Latest release: about 2 months ago - 1 dependent repositories - 184 downloads last month - 60 stars on GitHub - 1 maintainer
Top 7.8% on pypi.org
autonomous-learning-library 0.9.1
A library for building reinforcement learning agents in Pytorch
18 versions - Latest release: 3 months ago - 3 dependent repositories - 211 downloads last month - 619 stars on GitHub - 1 maintainer
Top 7.3% on pypi.org
mitdeeplearning 0.6.1
Official software labs for MIT Introduction to Deep Learning (http://introtodeeplearning.com)
7 versions - Latest release: 5 months ago - 4 dependent repositories - 2.93 thousand downloads last month - 6,918 stars on GitHub - 1 maintainer
gym-robotorydownscale 0.0.1
A OpenAI Gym Env for Robotory downscale manipulator
1 version - Latest release: almost 4 years ago - 1 dependent repositories - 11 downloads last month - 4 stars on GitHub - 1 maintainer
flexs 0.2.8
FLEXS: an open simulation environment for developing and comparing model-guided biological sequen...
9 versions - Latest release: over 3 years ago - 1 dependent repositories - 172 downloads last month - 139 stars on GitHub - 3 maintainers
deepair 0.2.0
PyTorch implementations of Deep reinforcement learning algorithms.
2 versions - Latest release: almost 2 years ago - 24 downloads last month - 5 stars on GitHub - 1 maintainer
jssenv 1.0.2
An optimized OpenAi gym's environment to simulate the Job-Shop Scheduling problem.
2 versions - Latest release: over 1 year ago - 1 dependent repositories - 66 downloads last month - 166 stars on GitHub - 1 maintainer
or-gym 0.5.0
OR-Gym: A set of environments for developing reinforcement learning agents for OR problems.
9 versions - Latest release: almost 2 years ago - 2 dependent repositories - 153 downloads last month - 353 stars on GitHub - 1 maintainer
deeplookup 1.0.0
Deep Lookup - Deep Learning for Domain Name System
3 versions - Latest release: over 2 years ago - 1 dependent repositories - 22 downloads last month - 17 stars on GitHub - 1 maintainer
reinforced-lib 1.1.1
Reinforcement learning library
9 versions - Latest release: about 2 months ago - 123 downloads last month - 61 stars on GitHub - 2 maintainers
Top 3.5% on pypi.org
tensorforce 0.6.5 💰
Tensorforce: a TensorFlow library for applied reinforcement learning
24 versions - Latest release: almost 3 years ago - 2 dependent packages - 70 dependent repositories - 953 downloads last month - 3,269 stars on GitHub - 1 maintainer
trixi-slim 0.1.2.2
Manage your machine learning experiments with trixi - modular, reproducible, high fashion
6 versions - Latest release: almost 5 years ago - 1 dependent repositories - 68 downloads last month - 220 stars on GitHub - 1 maintainer
Related Keywords
reinforcement-learning 67 deep-learning 57 machine-learning 31 pytorch 27 python 18 tensorflow 15 gym 14 ai 13 multi-agent-reinforcement-learning 13 artificial-intelligence 12 research 11 ppo 11 openai-gym 10 q-learning 10 self-supervised-learning 10 deep-q-network 9 lstm 9 neural-networks 9 combinatorial-optimization 9 generative-adversarial-network 9 learning 9 Reinforcement Learning 9 simulator 9 dqn 9 quantum-annealing 8 quantum-monte-carlo 8 energy-based-model 8 automatic-summarization 8 auto-encoder 8 machine 8 rl 8 restricted-boltzmann-machine 8 ddpg 8 semi-supervised-learning 8 simulated-annealing 8 transfer-learning 8 unity 8 sac 8 computer-vision 8 reinforcement-learning-algorithms 8 deeplearning 7 a2c 7 self-driving-car 7 autonomous-vehicles 7 multi-agent 7 gym-environment 7 actor-critic 7 cross-platform 6 policy-gradient 6 unity3d 6 robotics 6 deep-neural-networks 6 autonomous-driving 5 atari 5 proximal-policy-optimization 5 unreal-engine 5 openai 4 rl-algorithms 4 platform-independent 4 pixhawk 4 gymnasium 4 drones 4 autonomous-quadcoptor 4 LSTM 4 reinforcement 4 Learning 4 game 4 control-systems 4 soft-actor-critic 4 dqn-pytorch 4 data-science 4 airsim 4 offline-rl 4 drl 3 visualization 3 imitation-learning 3 deep 3 autoencoder 3 reinforcement-learning-environments 3 python3 3 convolution 3 deconvolution 3 encoder 3 decoder 3 reinforcement learning 3 Generative 3 Adversarial 3 Networks 3 benchmark 3 td3 3 gym-environments 3 reinforcement-learning-agent 3 advantage-actor-critic 3 RL 3 blackjack 3 card-game 3 jax 3 card-games 3 doudizhu 3 transformer 3