Code for the Rarity of Events method that rewards the agent based on the temporal rarity of events. Pre-trained models are found in the models directory.
pytorch scipy sdl2 vizdoom
# A2C baseline
python main.py --num-processes 16 --config-path scenario/deathmatch.cfg --num-frames 75000000 --no-vis
# A2C+RoE
python main.py --num-processes 16 --config-path scenario/deathmatch.cfg --num-frames 75000000 --no-vis --roe
# A2C baseline
python enjoy.py --config-path scenario/deatmatch.cfg
# A2C+RoE
python enjoy.py --config-path scenario/deatmatch.cfg --roe