Count-Based Exploration in Feature Space for Reinforcement Learning

Benchmark Model Rank Results
atari-games-on-atari-2600-montezumas-revengeSarsa-φ-EB#10Score: 2745.4
atari-games-on-atari-2600-montezumas-revengeSarsa-ε#18Score: 399.5
atari-games-on-atari-2600-ventureSarsa-φ-EB#14Score: 1169.2
atari-games-on-atari-2600-ventureSarsa-ε#46Score: 0.0
atari-games-on-atari-2600-frostbiteSarsa-φ-EB#22Score: 2770.1
atari-games-on-atari-2600-frostbiteSarsa-ε#28Score: 1394.3
atari-games-on-atari-2600-freewaySarsa-ε#29Score: 29.9
atari-games-on-atari-2600-freewaySarsa-φ-EB#51Score: 0.0
atari-games-on-atari-2600-qbertSarsa-φ-EB#40Score: 4111.8
atari-games-on-atari-2600-qbertSarsa-ε#41Score: 3895.3