RLBot
rocket-league-gym
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| RLBot | rocket-league-gym | |
|---|---|---|
| 10 | 1 | |
| 581 | 195 | |
| 0.9% | - | |
| 5.0 | 3.6 | |
| 2 months ago | 15 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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.
RLBot
- [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.
rocket-league-gym
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Reinforcement Learning bots are making their way to Rocket League!
I've been using rlgym to train: https://github.com/lucas-emery/rocket-league-gym It's capable of ~100x speedup in game
What are some alternatives?
RL-GARAGE-PRE-BOT - RL-GARAGE-PRE-BOT # Auto Trade Bumper, Auto Reply, Item Alerts
carball - 📈 A Rocket League replay decompiling and analysis library
RoboLeague - A car soccer environment inspired by Rocket League for deep reinforcement learning experiments in an adversarial self-play setting.
BakkesMod-process-automation
rlcard - Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
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.
rex-gym - OpenAI Gym environments for an open-source quadruped robot (SpotMicro)
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.
HighwayEnv - A minimalist environment for decision-making in autonomous driving
BotimusPrime - Rocket League bot made with the RLBot framework