rocket-league-gym
RLBot
| rocket-league-gym | RLBot | |
|---|---|---|
| 1 | 10 | |
| 195 | 583 | |
| - | 1.0% | |
| 3.0 | 5.0 | |
| 29 days ago | 3 months ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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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
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.
What are some alternatives?
carball - 📈 A Rocket League replay decompiling and analysis library
RL-GARAGE-PRE-BOT - RL-GARAGE-PRE-BOT # Auto Trade Bumper, Auto Reply, Item Alerts
BakkesMod-process-automation
RoboLeague - A car soccer environment inspired by Rocket League for deep reinforcement learning experiments in an adversarial self-play setting.
rlcard - Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
HighwayEnv - A minimalist environment for decision-making in autonomous driving
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.
BotimusPrime - Rocket League bot made with the RLBot framework