AITrackmania Alternatives

Similar projects and alternatives to AITrackmania

tmrl

11 426 6.9 Python AITrackmania VS tmrl

Reinforcement Learning for real-time applications - host of the TrackMania Roborace League
stable-baselines3-contrib

6 427 6.7 Python AITrackmania VS stable-baselines3-contrib

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
softlearning

4 1,157 0.0 Python AITrackmania VS softlearning

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

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AITrackmania reviews and mentions

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Problem with Truncated Quantile Critics (TQC) and n-step learning algorithm.
4 projects | /r/reinforcementlearning | 9 Dec 2023

Hi all! I'm implementing a TQC with n-step learning in Trackmania (I forked original repo from here: https://github.com/trackmania-rl/tmrl, my modified version here: https://github.com/Pheoxis/AITrackmania/tree/main). It compiles, but I am pretty sure that I implemented n-step learning incorrectly, but as a beginner I don't know what I did wrong. Here's my code before implementing n-step algorithm: https://github.com/Pheoxis/AITrackmania/blob/main/tmrl/custom/custom_algorithms.py. If anyone checked what I did wrong, I would be very grateful. I will also attach some plots from my last training and outputs from printed lines (print.txt), maybe it will help :) If you need any additional information feel free to ask.