https://github.com/wilberquito/jumpernpc
NPC with Deep Reinforcement Learning
https://github.com/wilberquito/jumpernpc
mlagents reinforcement-learning unity2d
Last synced: 3 months ago
JSON representation
NPC with Deep Reinforcement Learning
- Host: GitHub
- URL: https://github.com/wilberquito/jumpernpc
- Owner: wilberquito
- License: mit
- Created: 2021-10-09T20:20:32.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2022-01-30T15:00:31.000Z (over 3 years ago)
- Last Synced: 2025-01-13T03:23:26.349Z (5 months ago)
- Topics: mlagents, reinforcement-learning, unity2d
- Homepage:
- Size: 182 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# :anger: Jumper NPC prototype
This project and its different versions has made use of [ml-agents](https://github.com/Unity-Technologies/ml-agents) to make the npc to learn some policies.
The project is due to a subject (TAIA) of the degree that asked us to present a work related to artificial intelligence and I took advantage of it to learn more about Unity and have more knowledge to enrich the final degree project which will be a video game.
If you are interested in the explanation, the documentation of this project is in docs branch, search for TAIA_REPORT.pdf, it is in Catalan.
## :books: Some extra util documentation
- [Use virtual environment](https://github.com/Unity-Technologies/ml-agents/blob/main/docs/Using-Virtual-Environment.md)
- [Use mlagents-learn](https://github.com/Unity-Technologies/ml-agents/blob/main/docs/Training-ML-Agents.md)
- [Design an Agent](https://github.com/Unity-Technologies/ml-agents/blob/main/docs/Learning-Environment-Design-Agents.md)
- [See trainning statistics](https://github.com/miyamotok0105/unity-ml-agents/blob/master/docs/Using-Tensorboard.md)
- You maybe should install some [NVDIA driver](https://www.tensorflow.org/install/gpu)
- [Understanding PPO Plots in TensorBoard](https://medium.com/aureliantactics/understanding-ppo-plots-in-tensorboard-cbc3199b9ba2)