Popular GitHub Repositories for Minerl

Critic Guided Segmentation of Rewarding Objects in First-Person Views. Explanatory video:

Submission code of UEFDRL team to NeurIPS 2019 MineRL challenge (5th place)

3rd placed submission to the NeurIPS MineRL competition 2019

A Minecraft mod for simulating autonomous agents.

Second place submission in the 2021 MineRL BASALT competition: training Minecraft agents on hard to specify tasks from demonstration, using Inverse soft-Q Learning for Imitation.

Basic implementation of RL algorithms from the Medipixel repo, for the MineRL competition

这个仓库包含了深度Q网络(DQN)和近端策略优化(PPO)算法的实现，用于在MineRL环境中高效地收集Minecraft游戏中的物品。