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pypi.org "reinforcement-learning" keyword

redco 0.4.16
NAACL '24 (Demo) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Tra...
17 versions - Latest release: about 1 month ago - 51 downloads last month - 41 stars on GitHub - 1 maintainer
simple-memory-testing-env 0.0.1
OpenAI Gym-compatible implementation of a simple memory-testing environment.
1 version - Latest release: over 3 years ago - 1 dependent repositories - 5 downloads last month - 0 stars on GitHub - 1 maintainer
gym-panda 0.0.6
An OpenAI Gym Env for Panda
2 versions - Latest release: almost 4 years ago - 2 dependent repositories - 79 downloads last month - 69 stars on GitHub - 1 maintainer
alchemy-catalyst 20.1.11 💰
Alchemy. Experiments logging & visualization.
12 versions - Latest release: over 4 years ago - 2 dependent repositories - 152 downloads last month - 50 stars on GitHub - 2 maintainers
Top 9.8% on pypi.org
alchemy 20.5 💰
Alchemy. Experiments logging & visualization.
2 versions - Latest release: about 4 years ago - 12 dependent repositories - 1.48 thousand downloads last month - 50 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
gym-shopping-cart 0.2.0
An OpenAI Gym for Shopping Cart Reinforcement Learning
5 versions - Latest release: over 4 years ago - 1 dependent repositories - 17 downloads last month - 1 stars on GitLab.com - 1 maintainer
Top 3.4% on pypi.org
envpool 0.8.4
"C++-based high-performance parallel environment execution engine (vectorized env) for general RL...
30 versions - Latest release: 7 months ago - 11 dependent packages - 22 dependent repositories - 1.99 thousand downloads last month - 1,017 stars on GitHub - 2 maintainers
Top 9.6% on pypi.org
cpprb 10.7.2
ReplayBuffer for Reinforcement Learning written by C++ and Cython
107 versions - Latest release: 8 months ago - 21 dependent repositories - 1.65 thousand downloads last month - 70 stars on GitHub - 1 maintainer
rlenvs 0.0.0.2
Reinforcment Learning Environments
2 versions - Latest release: about 4 years ago - 1 dependent repositories - 16 downloads last month - 2 stars on GitHub - 1 maintainer
cryptorl 0.2.0
Fetching time series data of cryptocurrencies and using ML and RL to do cryptocurrency trading.
2 versions - Latest release: about 1 year ago - 17 downloads last month - 1 stars on GitHub - 1 maintainer
Top 5.8% on pypi.org
vowpal-wabbit-next 0.7.0
Experimental python bindings for VowpalWabbit
9 versions - Latest release: 8 months ago - 3 dependent packages - 2 dependent repositories - 7.01 thousand downloads last month - 8,402 stars on GitHub - 1 maintainer
pvat
Python implementations of variance reduction techniques for extensive-form games
1 version - 105 downloads last month - 0 stars on GitHub - 1 maintainer
polyflow 0.0.0
Python pipeline/workflow management tool.
1 version - Latest release: over 5 years ago - 1 dependent repositories - 9 downloads last month - 1 maintainer
pokers 0.1.2
Embarrassingly simple No Limit Texas Holdem environment for RL
3 versions - Latest release: 11 months ago - 158 downloads last month - 0 stars on GitHub - 1 maintainer
sinergym 3.3.3
The goal of sinergym is to create an environment following OpenAI Gym interface for wrapping simu...
39 versions - Latest release: 28 days ago - 1 dependent repositories - 136 downloads last month - 106 stars on GitHub - 2 maintainers
openmodelica-microgrid-gym 0.4.0
OpenModelica Microgrid Gym
6 versions - Latest release: over 2 years ago - 1 dependent repositories - 32 downloads last month - 175 stars on GitHub - 1 maintainer
loopquest 0.2.5
A Production Tool for Embodied AI.
23 versions - Latest release: 21 days ago - 809 downloads last month - 27 stars on GitHub - 1 maintainer
pypownet 2.2.9
A power network simulator with a Reinforcement Learning-focused usage.
1 version - Latest release: over 3 years ago - 1 dependent package - 1 dependent repositories - 13 downloads last month - 104 stars on GitHub - 1 maintainer
Top 0.6% on pypi.org
pybullet 3.2.6
Official Python Interface for the Bullet Physics SDK specialized for Robotics Simulation and Rein...
219 versions - Latest release: 6 months ago - 75 dependent packages - 910 dependent repositories - 58.8 thousand downloads last month - 11,996 stars on GitHub - 1 maintainer
Top 4.3% on pypi.org
palm-rlhf-pytorch 0.2.1
PaLM + Reinforcement Learning with Human Feedback - Pytorch
69 versions - Latest release: about 1 year ago - 2 dependent packages - 4 dependent repositories - 742 downloads last month - 7,595 stars on GitHub - 1 maintainer
gym-classics 1.0.0
Classic environments for reinforcement learning and dynamic programming, implemented in OpenAI Gy...
4 versions - Latest release: about 1 year ago - 1 dependent repositories - 29 downloads last month - 18 stars on GitHub - 1 maintainer
Top 5.9% on pypi.org
gym-anm 1.1.6
A framework to build Reinforcement Learning environments for Active Network Management tasks in e...
9 versions - Latest release: about 1 year ago - 1 dependent package - 3 dependent repositories - 266 downloads last month - 123 stars on GitHub - 1 maintainer
gym-electric-motor 2.0.0
A Farama Gymnasium environment for electric motor control.
13 versions - Latest release: 10 months ago - 1 dependent repositories - 117 downloads last month - 255 stars on GitHub - 2 maintainers
simfire 1.5.9
Fire simulator built in Python
22 versions - Latest release: about 1 month ago - 1 dependent repositories - 74 downloads last month - 14 stars on GitHub - 1 maintainer
dm-meltingpot 2.2.2
A suite of test scenarios for multi-agent reinforcement learning.
12 versions - Latest release: 3 months ago - 4 dependent packages - 400 downloads last month - 544 stars on GitHub - 2 maintainers
rlenvironments 0.2.2
Python library for target seeking environment
2 versions - Latest release: 12 months ago - 11 downloads last month - 0 stars on GitHub - 1 maintainer
sandblox 0.1.1
Declarative programming framework for graph computing libraries
1 version - Latest release: over 5 years ago - 1 dependent repositories - 11 downloads last month - 2 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
Top 9.1% on pypi.org
torchrl-nightly 2024.5.17
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
506 versions - Latest release: 17 days ago - 21.8 thousand downloads last month - 1,571 stars on GitHub - 1 maintainer
fingym 1.0
A tool for developing reinforcement learning algorithms focused in stock prediction
8 versions - Latest release: about 4 years ago - 1 dependent repositories - 18 downloads last month - 20 stars on GitHub - 1 maintainer
Top 9.8% on pypi.org
mo-gymnasium 1.1.0 💰
A standard API for MORL and a diverse set of reference environments.
8 versions - Latest release: 3 months ago - 1 dependent package - 1 dependent repositories - 6.32 thousand downloads last month - 241 stars on GitHub - 3 maintainers
Top 4.1% on pypi.org
grid2op 1.10.1
An gymnasium compatible environment to model sequential decision making for powersystems
80 versions - Latest release: 3 months ago - 8 dependent packages - 16 dependent repositories - 1.59 thousand downloads last month - 243 stars on GitHub - 1 maintainer
dynenv 1.1.1
Dynamic RL Environments for Autonomous Driving and Robot Soccer
5 versions - Latest release: over 4 years ago - 1 dependent repositories - 21 downloads last month - 13 stars on GitHub - 2 maintainers
starship-landing-gym 0.1.3
A Gym env for rocket landing.
4 versions - Latest release: almost 2 years ago - 1 dependent repositories - 21 downloads last month - 14 stars on GitHub - 1 maintainer
py-draughts 1.3.1
A draughts library with advenced (customizable) WEB UI move generation and validation, PD...
28 versions - Latest release: 8 months ago - 111 downloads last month - 8 stars on GitHub - 1 maintainer
machinelearningstanford 0.0
Machine Learning Stanford
1 version - Latest release: almost 9 years ago - 1 dependent repositories - 12 downloads last month - 0 stars on GitHub - 1 maintainer
stubborn 0.0.2
An Environment for Evaluating Stubbornness between Agents with Aligned Incentives
2 versions - Latest release: about 1 year ago - 1 dependent repositories - 43 downloads last month - 1 stars on GitHub - 1 maintainer
learn2clean 0.2.1
Python Library for Data Preprocessing with Reinforcement Learning.
1 version - Latest release: about 5 years ago - 1 dependent repositories - 6 downloads last month - 43 stars on GitHub - 1 maintainer
breakout-env 1.0.5
A configurable Breakout environment for reinforcement learning
4 versions - Latest release: about 6 years ago - 28 downloads last month - 10 stars on GitHub - 1 maintainer
Top 3.6% on pypi.org
vizdoom 1.2.3 💰
ViZDoom is Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information.
21 versions - Latest release: 6 months ago - 5 dependent packages - 41 dependent repositories - 2.42 thousand downloads last month - 1,668 stars on GitHub - 4 maintainers
Top 0.9% on pypi.org
stable-baselines3 2.3.2
Pytorch version of Stable Baselines, implementations of reinforcement learning algorithms.
88 versions - Latest release: about 1 month ago - 88 dependent packages - 641 dependent repositories - 144 thousand downloads last month - 8,051 stars on GitHub - 5 maintainers
Top 7.2% on pypi.org
gym-robotics 1.0.1 💰
Legacy robotics environments from Gym repo
5 versions - Latest release: over 1 year ago - 1 dependent package - 3 dependent repositories - 207 downloads last month - 435 stars on GitHub - 4 maintainers
minerl-wrappers 0.1.6
minerl-wrappers compiles common wrappers and standardizes code for reproducibility in the MineRL ...
5 versions - Latest release: over 2 years ago - 1 dependent repositories - 33 downloads last month - 5 stars on GitHub - 1 maintainer
dm-gym 0.1.6b0
DM-Gym: A set of environments for developing reinforcement learning agents for Data Mining problems.
7 versions - Latest release: over 2 years ago - 1 dependent repositories - 19 downloads last month - 0 stars on GitHub - 1 maintainer
Top 9.3% on pypi.org
spriteworld 1.0.2
Spriteworld is a python-based reinforcement learning environment consisting of a 2-dimensional ar...
5 versions - Latest release: over 4 years ago - 2 dependent repositories - 65 downloads last month - 367 stars on GitHub - 1 maintainer
xcsf 1.4.5
XCSF learning classifier system: rule-based evolutionary machine learning
25 versions - Latest release: 3 months ago - 1 dependent repositories - 1.34 thousand downloads last month - 25 stars on GitHub - 1 maintainer
recsim-no-tf 0.2.3
RecSim: A Configurable Recommender Systems Simulation Platform (w/o Tensorflow deps)
1 version - Latest release: about 4 years ago - 1 dependent repositories - 62 downloads last month - 1 stars on GitHub - 1 maintainer
Top 2.7% on pypi.org
pysc2 4.0.0
Starcraft II environment and library for training agents.
8 versions - Latest release: almost 2 years ago - 1 dependent package - 87 dependent repositories - 3.1 thousand downloads last month - 7,915 stars on GitHub - 4 maintainers
fastbet 0.2.3
Create a custom gym environment to simulate simple betting strategy.
6 versions - Latest release: about 1 year ago - 45 downloads last month - 0 stars on GitHub - 1 maintainer
dexterity 0.0.15
Software and tasks for dexterous multi-fingered hand manipulation, powered by MuJoCo
15 versions - Latest release: about 2 years ago - 1 dependent repositories - 40 downloads last month - 61 stars on GitHub - 1 maintainer
neorl 1.8
NeuroEvolution Optimisation with Reinforcement Learning
3 versions - Latest release: almost 2 years ago - 1 dependent repositories - 103 downloads last month - 46 stars on GitHub - 1 maintainer
tradingenv 0.1.2
Backtest trading strategies or train reinforcement learning agents with and event-driven market s...
3 versions - Latest release: 8 months ago - 63 downloads last month - 7 stars on GitHub - 1 maintainer
ejtraderrl 1.0.8
Reinforcement learning Trading envoriments.
8 versions - Latest release: almost 2 years ago - 33 downloads last month - 1 stars on GitHub - 1 maintainer
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
navix 0.4.0
Accelerated gridworld navigation with JAX for deep reinforcement learning
19 versions - Latest release: 3 months ago - 3 dependent packages - 178 downloads last month - 27 stars on GitHub - 1 maintainer
voxelgym2d 0.3.2
Gym environment for 2D grid path planning
5 versions - Latest release: 4 months ago - 31 downloads last month - 11 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
wax-ml 0.6.4
A Python library for machine-learning and feedback loops on streaming data
13 versions - Latest release: about 1 year ago - 1 dependent repositories - 28 downloads last month - 57 stars on GitHub - 1 maintainer
nanoppo 0.15.post2
A flexible and efficient implementation of the Proximal Policy Optimization (PPO) algorithm for r...
9 versions - Latest release: 6 months ago - 19 downloads last month - 6 stars on GitHub - 1 maintainer
octobot-script 0.0.17
Backtesting framework of the OctoBot Ecosystem
5 versions - Latest release: about 1 month ago - 32 downloads last month - 16 stars on GitHub - 1 maintainer
rl4uc 0.1.2
Reinforcement learning environment for the unit commitment problem
4 versions - Latest release: almost 2 years ago - 1 dependent repositories - 18 downloads last month - 42 stars on GitHub - 1 maintainer
rl4uc-pwdemars 0.0.1
Reinforcement learning environment for the unit commitment problem
1 version - Latest release: almost 3 years ago - 1 dependent repositories - 3 downloads last month - 42 stars on GitHub - 1 maintainer
Top 8.4% on pypi.org
rlgym-tools 1.8.3
Extra tools for RLGym, like SB3 compatibility
25 versions - Latest release: about 1 month ago - 12 dependent repositories - 784 downloads last month - 1 maintainer
holdem 1.0.0
OpenAI Gym No-Limit Texas Holdem Environment.
1 version - Latest release: over 6 years ago - 1 dependent repositories - 5 downloads last month - 161 stars on GitHub - 1 maintainer
cryptogym 0.0.14
CryptoCurrency Trading environment
5 versions - Latest release: about 3 years ago - 1 dependent repositories - 13 downloads last month - 0 stars on GitHub - 1 maintainer
clubs-gym 0.1.4
clubs is an open ai gym environment for running arbitrary poker configurations.
5 versions - Latest release: about 2 years ago - 1 dependent repositories - 54 downloads last month - 22 stars on GitHub - 1 maintainer
nes-torch 2.1.3
Minimal PyTorch Library for Natural Evolution Strategies
13 versions - Latest release: over 2 years ago - 1 dependent repositories - 57 downloads last month - 17 stars on GitHub - 1 maintainer
bootcamp 0.1.0
Reinforcement learning with PyTorch and OpenAI Gym
1 version - Latest release: over 6 years ago - 1 dependent repositories - 17 downloads last month - 0 stars on GitHub - 1 maintainer
catalyst-pdm 22.4.1 💰
Catalyst fork compatible with PDM
1 version - Latest release: about 1 year ago - 21 downloads last month - 3,235 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
catalyst 22.2.1 💰
Catalyst. Accelerated deep learning R&D with PyTorch.
104 versions - Latest release: over 2 years ago - 13 dependent packages - 179 dependent repositories - 13.3 thousand downloads last month - 3,235 stars on GitHub - 1 maintainer
mlpro-int-gymnasium 1.0.1
MLPro: Integration Gymnasium
5 versions - Latest release: about 1 month ago - 1 dependent package - 126 downloads last month - 1 stars on GitHub - 1 maintainer
fights 0.9.0
Competitive artificial intelligence battle environments
14 versions - Latest release: about 1 year ago - 90 downloads last month - 14 stars on GitHub - 3 maintainers
thompson 1.0.0 💰
The multi-armed bandit by Thompson Sampling, UCB-Upper confidence Bound, and randomized sampling.
2 versions - Latest release: over 2 years ago - 1 dependent repositories - 70 downloads last month - 2 stars on GitHub - 1 maintainer
Top 8.1% on pypi.org
dreamerv2 2.2.0
Mastering Atari with Discrete World Models
23 versions - Latest release: over 2 years ago - 7 dependent repositories - 90 downloads last month - 860 stars on GitHub - 1 maintainer
efficient-rl 1.0.1
Reimplementation of Diuks "object-oriented representation for efficient RL".
2 versions - Latest release: about 4 years ago - 1 dependent repositories - 15 downloads last month - 13 stars on GitHub - 1 maintainer
peaceful-pie 2.1.0
Control Unity from Python!
16 versions - Latest release: over 1 year ago - 1 dependent repositories - 86 downloads last month - 21 stars on GitHub - 1 maintainer
estorch 1.0.6
Evolution Strategy Library
7 versions - Latest release: about 4 years ago - 1 dependent repositories - 21 downloads last month - 55 stars on GitHub - 1 maintainer
sk8o-sim 0.1.8
A set of two simulation environments for robot SK8O developed at FEE CTU in Prague.
15 versions - Latest release: 9 months ago - 21 downloads last month - 147 stars on GitHub - 1 maintainer
Top 5.8% on pypi.org
mujoco-python-viewer 0.1.4
Interactive renderer for MuJoCo Python
10 versions - Latest release: 7 months ago - 4 dependent packages - 4 dependent repositories - 1.57 thousand downloads last month - 147 stars on GitHub - 1 maintainer
xpag 0.2.9
xpag: Exploring Agents
18 versions - Latest release: 7 months ago - 36 downloads last month - 20 stars on GitHub - 1 maintainer
sustaingym 0.1.5
SustainGym: Reinforcement Learning Environments for Sustainable Energy Systems
8 versions - Latest release: 6 months ago - 231 downloads last month - 29 stars on GitHub - 1 maintainer
betting-env 0.1.0
Create a custom GYM environment to simulate trading strategy.
1 version - Latest release: about 1 year ago - 11 downloads last month - 0 stars on GitHub - 1 maintainer
Top 9.5% on pypi.org
robohive 0.7.0
A Unified Framework for Robot Learning
5 versions - Latest release: 2 months ago - 1 dependent repositories - 176 downloads last month - 421 stars on GitHub - 2 maintainers
Top 1.6% on pypi.org
pettingzoo 1.24.3 💰
Gymnasium for multi-agent reinforcement learning.
65 versions - Latest release: 5 months ago - 51 dependent packages - 240 dependent repositories - 36.9 thousand downloads last month - 2,401 stars on GitHub - 3 maintainers
rlforge 0.0.3
Reinforcement Learning for Everyone.
3 versions - Latest release: 5 months ago - 14 downloads last month - 0 stars on GitHub - 1 maintainer
pytorch-drl 0.0.2
A simple PyTorch wrapper making deep reinforcement learning much easier
2 versions - Latest release: over 2 years ago - 1 dependent repositories - 29 downloads last month - 1 maintainer
dasc2 0.2.2.dev3
Data Analytics Library for StarCraft II
4 versions - Latest release: over 6 years ago - 1 dependent repositories - 26 downloads last month - 4 stars on GitHub - 1 maintainer
rlskyjo 1.0.0
Multi-Agent Reinforcement Learning Environment for the card game SkyJo, compatible with PettingZo...
1 version - Latest release: over 2 years ago - 1 dependent repositories - 12 downloads last month - 4 stars on GitHub - 1 maintainer
Top 1.4% on pypi.org
open-spiel 1.1.1
A Framework for Reinforcement Learning in Games
17 versions - Latest release: about 2 years ago - 2 dependent packages - 100 dependent repositories - 15 thousand downloads last month - 3,996 stars on GitHub - 2 maintainers
render-browser 0.5
Render gym environments to a web browser.
5 versions - Latest release: over 3 years ago - 1 dependent repositories - 43 downloads last month - 19 stars on GitHub - 1 maintainer
saferlbench 1.0.1
Safe Reinforcement Learning Benchmark
2 versions - Latest release: about 7 years ago - 1 dependent repositories - 10 downloads last month - 20 stars on GitHub - 2 maintainers
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
sc2rl 0.0.2
A python-sc2 wrapper for Reinforcement Learning
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 12 downloads last month - 20 stars on GitHub - 1 maintainer
gym-qracing 0.0.12
OpenAI Gym Environment for qRacing
12 versions - Latest release: about 1 year ago - 59 downloads last month - 0 stars on GitHub - 1 maintainer
padlock-env 0.1.0
Awesome padlock_env created by cyprienc
1 version - Latest release: over 1 year ago - 9 downloads last month - 2 stars on GitHub - 1 maintainer
vel 0.3.0
Velocity in deep-learning research
6 versions - Latest release: about 5 years ago - 1 dependent repositories - 79 downloads last month - 274 stars on GitHub - 1 maintainer
upkie 3.4.0
Python module to control Upkie wheeled bipeds.
18 versions - Latest release: 2 months ago - 226 downloads last month - 121 stars on GitHub - 1 maintainer
tile-match-gym 0.0.5
A set of reinforcement learning environments for tile matching games, consistent with the OpenAI ...
5 versions - Latest release: about 2 months ago - 46 downloads last month - 0 stars on GitHub - 1 maintainer
Related Keywords
machine-learning 228 python 220 deep-learning 174 pytorch 128 gym 106 artificial-intelligence 79 tensorflow 72 ai 72 deep-reinforcement-learning 67 robotics 62 openai-gym 61 data-science 57 rl 53 learning 50 gym-environment 48 simulation 46 reinforcement learning 44 reinforcement-learning-environments 43 gymnasium 42 reinforcement-learning-algorithms 42 neural-networks 41 machine 36 Reinforcement Learning 36 research 35 environment 33 jax 33 openai 29 dqn 29 multi-agent-reinforcement-learning 29 ppo 27 hyperparameter-optimization 27 reinforcement 26 multi-agent 26 simulator 25 optimization 25 keras 24 AI 24 game 24 kubernetes 22 RL 22 python3 20 q-learning 20 polyaxon 20 finance 19 atari 19 mujoco 18 machine learning 18 mlops 18 stock-market 16 jupyter-notebook 16 ddpg 16 fintech 16 quantitative-trading 15 ray 15 poker 15 distributed 14 deep learning 14 trading-platform 14 investment-strategies 14 gym-environments 14 agent 14 contextual-bandits 14 tensorFlow 14 evolutionary-algorithms 14 rllib 14 hyperparameter-tuning 14 hyperparameter-search 13 autonomous-driving 13 ml 13 api 13 imitation-learning 13 neural-network 13 hacktoberfest 12 toolbox 12 sac 12 automl 12 deep-q-network 12 unity 12 aws 12 s3 12 computer-vision 12 baselines 12 benchmark 12 microsoft 11 azure 11 control 11 combinatorial-optimization 11 a2c 11 google cloud storage 11 gcs 11 framework 11 interface 10 rl-algorithms 10 self-supervised-learning 10 numpy 10 pybullet 10 openai-gym-environment 10 decision-making 9 recommender-system 9 workflow 9