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pypi.org "deep-reinforcement-learning" keyword

View the packages on the pypi.org package registry that are tagged with the "deep-reinforcement-learning" keyword.

Top 2.3% on pypi.org
trax 1.4.1
Trax
24 versions - Latest release: almost 4 years ago - 3 dependent packages - 64 dependent repositories - 5.15 thousand downloads last month - 8,284 stars on GitHub - 2 maintainers
Top 1.1% on pypi.org
mlagents-envs 1.1.0
Unity Machine Learning Agents Interface
46 versions - Latest release: 12 months ago - 6 dependent packages - 91 dependent repositories - 45.6 thousand downloads last month - 16,073 stars on GitHub - 3 maintainers
Top 1.5% on pypi.org
mlagents 1.1.0
Unity Machine Learning Agents
47 versions - Latest release: 12 months ago - 7 dependent packages - 131 dependent repositories - 27.5 thousand downloads last month - 16,073 stars on GitHub - 3 maintainers
mlfromscratch 0.0.4
Python implementations of some of the fundamental Machine Learning models and algorithms from scr...
4 versions - Latest release: over 8 years ago - 1 dependent repositories - 87 downloads last month - 28,659 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: almost 4 years ago - 1 dependent repositories - 15 downloads last month - 17,558 stars on GitHub - 1 maintainer
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: about 3 years ago - 1 dependent package - 62 dependent repositories - 6.29 thousand downloads last month - 15,430 stars on GitHub - 5 maintainers
trojai 0.2.23
TrojAI model and dataset generation library
26 versions - Latest release: over 4 years ago - 3 dependent repositories - 257 downloads last month - 82 stars on GitHub - 2 maintainers
Top 5.7% on pypi.org
mushroom-rl 1.10.2
A Python library for Reinforcement Learning experiments.
21 versions - Latest release: 6 months ago - 5 dependent packages - 3 dependent repositories - 6.36 thousand downloads last month - 906 stars on GitHub - 2 maintainers
airsim-emulator 1.0.1
A customized airsim API emulator for special purposes
1 version - Latest release: over 5 years ago - 29 downloads last month - 17,092 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
carla 0.9.16 💰
Python API for communicating with the CARLA server.
8 versions - Latest release: 18 days ago - 6 dependent packages - 164 dependent repositories - 18.2 thousand downloads last month - 13,062 stars on GitHub - 2 maintainers
reinforced-lib 1.2.3
Reinforcement learning library
17 versions - Latest release: 2 months ago - 170 downloads last month - 64 stars on GitHub - 2 maintainers
Top 5.6% on pypi.org
habitat-baselines 0.3.320250127
Habitat-Baselines: Embodied AI baselines.
11 versions - Latest release: 8 months ago - 1.39 thousand downloads last month - 2,562 stars on GitHub - 1 maintainer
habitat-lab 0.3.320250127
Habitat-Lab: a modular high-level library for end-to-end development in Embodied AI.
10 versions - Latest release: 8 months ago - 5 dependent repositories - 1.82 thousand downloads last month - 2,562 stars on GitHub - 1 maintainer
raveforce 0.2.4
An OpenAI Gym style toolkit for music generation experiments.
4 versions - Latest release: over 3 years ago - 1 dependent repositories - 25 downloads last month - 250 stars on GitHub - 1 maintainer
pyrddlgym-rl 0.2
pyRDDLGym-rl: Wrappers for reinforcement learning algorithms (i.e. stable baselines 3) to work wi...
2 versions - Latest release: 11 months ago - 335 downloads last month - 0 stars on GitHub - 1 maintainer
omnisafe 0.5.0
A comprehensive and reliable benchmark for safe reinforcement learning.
10 versions - Latest release: over 1 year ago - 1 dependent repositories - 237 downloads last month - 976 stars on GitHub - 3 maintainers
ac_solver 0.1.0 💰
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-f...
1 version - Latest release: about 1 year ago - 34 downloads last month - 6,944 stars on GitHub - 1 maintainer
Top 7.3% on pypi.org
mitdeeplearning 0.7.5
Official software labs for MIT Introduction to Deep Learning (http://introtodeeplearning.com)
12 versions - Latest release: 9 months ago - 4 dependent repositories - 3.63 thousand downloads last month - 8,142 stars on GitHub - 1 maintainer
ai-economist 1.7.1
Foundation: An Economics Simulation Framework
10 versions - Latest release: over 3 years ago - 1 dependent repositories - 225 downloads last month - 85 stars on GitHub - 2 maintainers
carla-client-unofficial 0.9.11 💰
Python API for communicating with the CARLA server.
3 versions - Latest release: over 4 years ago - 1 dependent repositories - 85 downloads last month - 13,062 stars on GitHub - 2 maintainers
cleanrl 1.2.0 💰
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-f...
13 versions - Latest release: over 2 years ago - 1 dependent repositories - 3.95 thousand downloads last month - 7,916 stars on GitHub - 1 maintainer
lczero-bindings 0.1.0
Leela Chess Zero Python bindings
1 version - Latest release: over 1 year ago - 1 dependent package - 48 downloads last month - 2,789 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 2 years ago - 1 dependent repositories - 123 downloads last month - 1,655 stars on GitHub - 2 maintainers
metaevobox 2.0.2
An all-in-one platform for using and developing the algorithms in Meta-Black-Box Optimization
12 versions - Latest release: 3 months ago - 33 downloads last month - 148 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: about 5 years ago - 1 dependent repositories - 33 downloads last month - 366 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: over 1 year ago - 3 dependent repositories - 1.39 thousand downloads last month - 897 stars on GitHub - 1 maintainer
Top 3.5% on pypi.org
tensorforce 0.6.5 💰
Tensorforce: a TensorFlow library for applied reinforcement learning
24 versions - Latest release: about 4 years ago - 2 dependent packages - 70 dependent repositories - 2.29 thousand downloads last month - 3,312 stars on GitHub - 1 maintainer
Top 7.3% on pypi.org
neptune-contrib 0.28.1
Neptune.ai contributions library
77 versions - Latest release: almost 4 years ago - 1 dependent package - 35 dependent repositories - 1.72 thousand downloads last month - 26 stars on GitHub - 4 maintainers
rlgraph 0.5.5
A Framework for Modular Deep Reinforcement Learning
26 versions - Latest release: over 6 years ago - 1 dependent repositories - 130 downloads last month - 321 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: over 1 year ago - 1 dependent repositories - 268 downloads last month - 103 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: over 7 years ago - 295 downloads last month - 318 stars on GitHub - 2 maintainers
decuen 0.0.5
Reinforcement learning framework built in modern Python for experimentation, ease-of-use, modular...
6 versions - Latest release: almost 6 years ago - 1 dependent repositories - 22 downloads last month - 1 stars on GitHub - 1 maintainer
deer 0.4.3
Framework for deep reinforcement learning
9 versions - Latest release: almost 5 years ago - 2 dependent repositories - 106 downloads last month - 486 stars on GitHub - 1 maintainer
gym-novel-gridworlds 1.2
Gym Novel Gridworlds are environments for OpenAI Gym
3 versions - Latest release: about 5 years ago - 1 dependent repositories - 28 downloads last month - 5 stars on GitHub - 1 maintainer
pytorch-policy 0.1.1
Reinforcement Learning in Pytorch
2 versions - Latest release: about 7 years ago - 1 dependent repositories - 18 downloads last month - 447 stars on GitHub - 1 maintainer
rl-plotter 2.4.0
A plotter for reinforcement learning (RL)
18 versions - Latest release: almost 4 years ago - 1 dependent repositories - 91 downloads last month - 230 stars on GitHub - 1 maintainer
minerva-ui 0.40
An out-of-the-box GUI tool for offline deep reinforcement learning
7 versions - Latest release: over 4 years ago - 1 dependent repositories - 41 downloads last month - 100 stars on GitHub - 1 maintainer
quant-drl-core 0.1.6
Deep Reinforcement Learning for Financial Portfolio Management
6 versions - Latest release: 4 months ago - 36 downloads last month - 0 stars on GitHub - 1 maintainer
animalai 5.0.1
Animal-AI Python API
28 versions - Latest release: 10 months ago - 5 dependent repositories - 394 downloads last month - 1 stars on GitHub - 4 maintainers
Top 7.2% on pypi.org
finrl 0.3.7 💰
FinRL: Financial Reinforcement Learning Framework.
9 versions - Latest release: over 1 year ago - 1 dependent repositories - 3.7 thousand downloads last month - 12,659 stars on GitHub - 2 maintainers
Top 3.3% on pypi.org
keras-rl2 1.0.5
Deep Reinforcement Learning for Tensorflow 2 Keras
6 versions - Latest release: over 4 years ago - 2 dependent packages - 48 dependent repositories - 2.88 thousand downloads last month - 253 stars on GitHub - 1 maintainer
Top 9.2% on pypi.org
diambra-arena 2.2.7
DIAMBRAâ„¢ Arena. Built with OpenAI Gym Python interface, easy to use, transforms popular video gam...
33 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 229 downloads last month - 342 stars on GitHub - 2 maintainers
rlzoo 1.0.4
A collection of reinforcement learning algorithms with hierarchical code structure and convenient...
5 versions - Latest release: about 5 years ago - 1 dependent repositories - 26 downloads last month - 623 stars on GitHub - 3 maintainers
deepcubeai-2
Learning Discrete World Models for Heuristic Search
6 versions - 198 downloads last month - 0 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 4 years ago - 1 dependent repositories - 260 downloads last month - 165 stars on GitHub - 3 maintainers
deepair 0.2.0
PyTorch implementations of Deep reinforcement learning algorithms.
2 versions - Latest release: over 3 years ago - 7 downloads last month - 5 stars on GitHub - 1 maintainer
wacky-rl 0.0.9
Create custom reinforcement learning agents with wacky-rl.
9 versions - Latest release: over 3 years ago - 1 dependent repositories - 9 downloads last month - 3 stars on GitHub - 1 maintainer
rainy 0.8.0
Algorithm and utilities for deep reinforcement learning
12 versions - Latest release: almost 5 years ago - 3 dependent repositories - 47 downloads last month - 35 stars on GitHub - 1 maintainer
deepcubeai 0.2.1
Learning Discrete World Models for Heuristic Search
5 versions - Latest release: about 1 month ago - 15 downloads last month - 7 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: over 3 years ago - 2 dependent repositories - 959 downloads last month - 303 stars on GitHub - 4 maintainers
Top 9.7% on pypi.org
tf2rl 1.1.5
Deep Reinforcement Learning for TensorFlow2
23 versions - Latest release: over 4 years ago - 3 dependent repositories - 476 downloads last month - 475 stars on GitHub - 1 maintainer
abcdrl 0.2.0a6
Modular Single-file Reinfocement Learning Algorithms Library
4 versions - Latest release: over 2 years ago - 40 downloads last month - 38 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: about 3 years ago - 2 dependent repositories - 97 downloads last month - 410 stars on GitHub - 1 maintainer
jssenv 1.1.0
An optimized OpenAi gym's environment to simulate the Job-Shop Scheduling problem.
3 versions - Latest release: 4 months ago - 1 dependent repositories - 45 downloads last month - 218 stars on GitHub - 1 maintainer
eve-mli 0.1.0
eve-mli: making learning interesting.
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 12 downloads last month - 9 stars on GitHub - 1 maintainer
microvault 0.2.32
Microvault - RL for Navigation
7 versions - Latest release: over 1 year ago - 93 downloads last month - 0 stars on GitHub - 1 maintainer
rllite 0.5.1
rl lite repository
11 versions - Latest release: over 6 years ago - 1 dependent repositories - 16 downloads last month - 11 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: over 6 years ago - 1 dependent repositories - 20 downloads last month - 222 stars on GitHub - 1 maintainer
trixi 0.1.2.2
Manage your machine learning experiments with trixi - modular, reproducible, high fashion
9 versions - Latest release: over 6 years ago - 6 dependent repositories - 53 downloads last month - 222 stars on GitHub - 3 maintainers
modularl 0.1.5
A modular reinforcement learning library
6 versions - Latest release: about 1 year ago - 26 downloads last month - 2 stars on GitHub - 1 maintainer
drl-snakey 1.1.1
A Deep Reinforcement Learning study package. With game environment.
5 versions - Latest release: over 6 years ago - 1 dependent repositories - 14 downloads last month - 39 stars on GitHub - 1 maintainer
deeprecsys 0.2.7
deeprecsys is an open tool belt to speed up the development of modern data science projects at an...
5 versions - Latest release: over 1 year ago - 12 downloads last month - 6 stars on GitHub - 1 maintainer
l2r 0.0.2
a OpenAI gym environment for high performance autonomous racing
3 versions - Latest release: about 3 years ago - 12 downloads last month - 164 stars on GitHub - 1 maintainer
mvc 1.1.2
Cleanest Deep Reinforcement Learning Implementation Based on Web MVC
4 versions - Latest release: over 6 years ago - 2 dependent repositories - 48 downloads last month - 10 stars on GitHub - 1 maintainer
tools4yolo 0.11
Some image augmentation tools for yolov5 (and probably other models)
2 versions - Latest release: about 2 years ago - 19 downloads last month - 0 stars on GitHub - 1 maintainer
deeplookup 1.0.0 💰
Deep Lookup - Deep Learning for Domain Name System
3 versions - Latest release: almost 4 years ago - 1 dependent repositories - 10 downloads last month - 19 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: almost 6 years ago - 1 dependent repositories - 83 downloads last month - 32 stars on GitHub - 1 maintainer
Top 4.8% on pypi.org
unityagents 0.4.0
Unity Machine Learning Agents
5 versions - Latest release: over 7 years ago - 207 dependent repositories - 91 downloads last month - 18,639 stars on GitHub - 1 maintainer
animalai-train 2.0.0
Animal AI training library
19 versions - Latest release: over 5 years ago - 1 dependent repositories - 162 downloads last month - 577 stars on GitHub - 3 maintainers
easyagents 1.4.1
reinforcement learning for practitioners.
11 versions - Latest release: over 5 years ago - 1 dependent repositories - 6 downloads last month - 36 stars on GitHub - 2 maintainers
xpag 0.3.5
xpag: Exploring Agents
22 versions - Latest release: 7 months ago - 68 downloads last month - 20 stars on GitHub - 1 maintainer
rlflow 0.1.3
A framework for learning about and experimenting with reinforcement learning algorithms
2 versions - Latest release: almost 9 years ago - 1 dependent repositories - 9 downloads last month - 20 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: about 6 years ago - 3 dependent repositories - 42 downloads last month - 317 stars on GitHub - 2 maintainers
yarll 0.0.12
Yet Another Reinforcement Learning Library
12 versions - Latest release: almost 6 years ago - 1 dependent repositories - 27 downloads last month - 83 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 7 years ago - 1 dependent repositories - 5 downloads last month - 12 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: over 4 years ago - 1 dependent repositories - 16 downloads last month - 4 stars on GitHub - 1 maintainer
highrl 1.4.0
Two level RL for robots navigation
21 versions - Latest release: over 2 years ago - 32 downloads last month - 10 stars on GitHub - 1 maintainer
actorch 0.0.5
Deep reinforcement learning framework for fast prototyping based on PyTorch
5 versions - Latest release: over 2 years ago - 1 dependent repositories - 431 downloads last month - 14 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: over 1 year ago - 3 dependent repositories - 173 downloads last month - 651 stars on GitHub - 1 maintainer
active-pre-train-ppg 0.0.8
Unsupervised pre-training with PPG
8 versions - Latest release: over 3 years ago - 168 downloads last month - 1 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 2 years ago - 44 downloads last month - 6,944 stars on GitHub - 1 maintainer
evogym 2.0.0
Evolution Gym: A benchmark for developing and evaluating soft robot co-design algorithms.
1 version - Latest release: about 1 year ago - 145 downloads last month - 225 stars on GitHub - 1 maintainer
unsupervised-on-policy 0.1.2
Unsupervised pre-training with PPG
3 versions - Latest release: over 3 years ago - 1 dependent repositories - 7 downloads last month - 1 stars on GitHub - 1 maintainer
ueagents-envs 1.0.0 💰
Unreal Machine Learning Agents Interface based on Unity ML Agents
1 version - Latest release: 8 months ago - 8 downloads last month - 52 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: over 2 years ago - 30 downloads last month - 8 stars on GitHub - 1 maintainer
ueagents 1.0.0 💰
Unreal Machine Learning Agents based on Unity ML Agents
1 version - Latest release: 8 months ago - 8 downloads last month - 52 stars on GitHub - 1 maintainer
rlcard-uno 2.0.2
A Toolkit for Reinforcement Learning in Card Games
3 versions - Latest release: almost 3 years ago - 8 downloads last month - 3,244 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: over 2 years ago - 4 dependent packages - 26 dependent repositories - 8.88 thousand downloads last month - 3,244 stars on GitHub - 1 maintainer
Top 3.0% on pypi.org
d3rlpy 2.8.1
An offline deep reinforcement learning library
34 versions - Latest release: 7 months ago - 3 dependent packages - 15 dependent repositories - 12.3 thousand downloads last month - 1,553 stars on GitHub - 1 maintainer
zjkdemo3 1.1
An offline deep reinforcement learning library
3 versions - Latest release: over 3 years ago - 1 dependent repositories - 16 downloads last month - 1,553 stars on GitHub - 1 maintainer
zjkdemo2 0.91
An offline deep reinforcement learning library
1 version - Latest release: over 3 years ago - 1 dependent repositories - 8 downloads last month - 1,553 stars on GitHub - 1 maintainer
rlpack 1.0.1
Implementation of RL Algorithms
1 version - Latest release: almost 3 years ago - 13 downloads last month - 2 stars on GitHub - 1 maintainer
rnl 1.1.1
RNL - Robot Navigation Learning
13 versions - Latest release: about 1 month ago - 354 downloads last month - 0 stars on GitHub - 1 maintainer
wacky-envs 0.0.1
Create custom reinforcement learning environments with wacky-rl.
1 version - Latest release: over 3 years ago - 2 downloads last month - 2 stars on GitHub - 1 maintainer
vinci 1.0.0
Deep Reinforcement Learning framework
1 version - Latest release: about 8 years ago - 1 dependent repositories - 7 downloads last month - 6 stars on GitHub - 1 maintainer
rftorch 0.1.0
The minimalistic Deep Reinforcement Learning library written for PyTorch
1 version - Latest release: over 3 years ago - 0 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: about 6 years ago - 2 dependent repositories - 162 downloads last month - 82 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: over 5 years ago - 1 dependent repositories - 4 downloads last month - 67 stars on GitHub - 1 maintainer
mlagents-envs-jf 0.29.0.dev0
Unity Machine Learning Agents Interface
1 version - Latest release: over 3 years ago - 1 dependent repositories - 23 downloads last month - 18,639 stars on GitHub - 1 maintainer
mlagents-jf 0.29.0.dev0
Unity Machine Learning Agents
1 version - Latest release: over 3 years ago - 1 dependent repositories - 10 downloads last month - 18,639 stars on GitHub - 1 maintainer
Related Keywords
reinforcement-learning 78 deep-learning 69 machine-learning 35 pytorch 30 python 22 ai 16 gym 16 artificial-intelligence 15 tensorflow 15 research 14 multi-agent-reinforcement-learning 13 simulator 12 q-learning 12 ppo 12 deep-q-network 11 computer-vision 11 robotics 10 openai-gym 10 self-supervised-learning 10 neural-networks 10 dqn 9 learning 9 lstm 9 generative-adversarial-network 9 combinatorial-optimization 9 Reinforcement Learning 9 quantum-monte-carlo 8 rl 8 sac 8 quantum-annealing 8 reinforcement-learning-algorithms 8 a2c 8 actor-critic 8 energy-based-model 8 automatic-summarization 8 auto-encoder 8 gym-environment 8 transfer-learning 8 restricted-boltzmann-machine 8 simulated-annealing 8 semi-supervised-learning 8 machine 8 ddpg 8 self-driving-car 8 unity 8 deeplearning 8 autonomous-vehicles 8 multi-agent 7 unreal-engine 7 cross-platform 7 deep-neural-networks 7 proximal-policy-optimization 6 unity3d 6 atari 6 autonomous-driving 6 policy-gradient 6 reinforcement learning 5 rl-algorithms 4 benchmark 4 gymnasium 4 game 4 LSTM 4 Learning 4 dqn-pytorch 4 soft-actor-critic 4 openai 4 deep learning 4 advantage-actor-critic 4 platform-independent 4 pixhawk 4 imitation-learning 4 ros 4 data-science 4 drones 4 carla-simulator 4 airsim 4 autonomous-quadcoptor 4 carla 4 control-systems 4 offline-rl 4 reinforcement 4 python3 4 python-3 3 visualization 3 jax 3 drl 3 reinforcement-learning-environments 3 hyperparameter-optimization 3 optimization 3 transformer 3 td3 3 gym-environments 3 model-based-reinforcement-learning 3 RL 3 deep reinforcement learning 3 deep 3 openai-gym-environment 3 Adversarial 3 Networks 3 wandb 3