RoboLeague
A car soccer environment inspired by Rocket League for deep reinforcement learning experiments in an adversarial self-play setting. (by roboserg)
RLBot
A framework that allows people to write their own Rocket League bots. (by RLBot)
| RoboLeague | RLBot | |
|---|---|---|
| 11 | 10 | |
| 295 | 582 | |
| - | 0.9% | |
| 0.0 | 5.0 | |
| about 3 years ago | 3 months ago | |
| C# | Python | |
| GNU General Public License v3.0 or later | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
RoboLeague
Posts with mentions or reviews of RoboLeague.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2020-12-27.
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My ML AI bot just learned how to turtle (10 seconds mark) | RoboLeague car soccer environment made in Unity3D
Hello everyone! In my first devlog, I introduced you to RoboLeague - my open-source car soccer environment for AI experiments and research inspired by Rocket League. It is made in Unity3D, every Rocket League mechanic you see in the videos was implemented from scratch and is identical to the real game. I will also release a free game, where you will be able to refine your skills playing solo or vs the AI. The demo should be released soon (TM). More videos and info about the demo will be on my Twitter.
already there https://github.com/roboserg/RoboLeague
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Trained an AI agent for over 24h to freestyle through the rings map. Made with Unity3d, more info inside.
Hello everyone! In my first devlog, I introduced you to RoboLeague - my open-source car soccer environment for AI experiments and research inspired by Rocket League. It is made in Unity3D, every Rocket League mechanic you see in the videos was implemented from scratch and is identical to the real game. I will also release a free game, where you will be able to refine your skills playing solo or vs the AI. The demo should be released soon (TM). More videos and info about the demo will be on my Twitter.
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AI learned to freestyle in the obstacle course on its own! The power of Machine Learning.
Twitter| RoboLeague Github | Previous devlog
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Trained an AI with ML to air dribble the ball in my Rocket League clone for AI research
The project is called RoboLeague and is open source, available here. More videos are also on my Twitter.
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RoboLeague devlog #2: Training an AI to navigate an obstacle course with Unity ML agents
Twitter| RoboLeague Github | Previous devlog
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P Doing A Clone Of Rocket League For Ai
The code is here https://github.com/roboserg/RoboLeague/blob/master/Assets/ML-Agents/Experiments/AirDribble/AirDribbleAgent.cs
The project is called RoboLeague and is open source, available here. More videos are also on my Twitter.
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Doing a clone of Rocket League for AI experiments. Trained an agent to air dribble the ball.
The agent code is here - https://github.com/roboserg/RoboLeague/blob/master/Assets/ML-Agents/Experiments/AirDribble/AirDribbleAgent.cs
RLBot
Posts with mentions or reviews of RLBot.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-06.
- [Rocketleague] Comment jouer contre Nexto avec un ami ?
- How do I play against Nexto with my friend?
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Nexto, a community machine learning Rocket League bot, even understands our most important rule.
You can probably find the info for the setup here: https://github.com/RLBot/RLBot/wiki/LAN-Setup
- Who finds these controls strange?
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How do flips work?
https://github.com/RLBot/RLBot/wiki/Useful-Game-Values you'll probably find this interesting as well
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Is there a simple way I can rewind 5 seconds back to retry and shot I missed for training?
https://github.com/RLBot/RLBot/wiki/Manipulating-Game-State Have a look at this. When you click on the python link it also tells you how to restore a snapshot, which means you only have to store the game tick packets somehow. Hope it helps! And there's always the discord in case you need more help, people might answer there more quickly.
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An attempt to document the entire history of the modding scene
Early work creating custom bots: https://github.com/RLBot/RLBot/commit/348084e21d809b1e0dd9846513fb094b9f6ff506
- Do the Rocket League goalposts have a rounded or square collision?
- Doing a clone of Rocket League for AI experiments. Trained an agent to air dribble the ball.
What are some alternatives?
When comparing RoboLeague and RLBot you can also consider the following projects:
TotalWarSimulator - Total War Battle simulator for AI research
RL-GARAGE-PRE-BOT - RL-GARAGE-PRE-BOT # Auto Trade Bumper, Auto Reply, Item Alerts
carball - 📈 A Rocket League replay decompiling and analysis library
ml-agents - The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
VirxERLU - Big thanks to ddthj/GoslingUtils for the basis of VirxERLU. However, VirxERLU improves upon many things. This includes pathfinding, shot validation, and aerials. It also adds many things, like support for TMCP and a GUI for debugging.
ultimate-volleyball-starter - Tutorial kit for building a 3D deep reinforcement learning environment with Unity ML-Agents.
com.openai.unity - A Non-Official OpenAI Rest Client for Unity (UPM)
BakkesMod-process-automation
ultimate-volleyball - 3D RL Volleyball environment built on Unity ML-Agents
BotimusPrime - Rocket League bot made with the RLBot framework
RoboLeague vs TotalWarSimulator
RLBot vs RL-GARAGE-PRE-BOT
RoboLeague vs RL-GARAGE-PRE-BOT
RLBot vs carball
RoboLeague vs ml-agents
RLBot vs VirxERLU
RoboLeague vs ultimate-volleyball-starter
RLBot vs ml-agents
RoboLeague vs com.openai.unity
RLBot vs BakkesMod-process-automation
RoboLeague vs ultimate-volleyball
RLBot vs BotimusPrime