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Models/Reactor 500M

Reactor 500M

Reported on 40 benchmarks across 2 tasks · 1 paper · 8 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Playing Games40 results

Atari GamesonAtari 2600 Crazy Climber
Score· 2017-04-15
236422
best: 565909.85 (Agent57)
SOTA
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Alien
Score· 2017-04-15
12689.1
best: 741812.63 (MuZero)
SOTA
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Chopper Command
Score· 2017-04-15
107779
best: 999999 (GDI-H3)
SOTA
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Defender
Score· 2017-04-15
223025
best: 993010 (CGP)
SOTA
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Crazy Climber
Score· 2017-04-15
236422
best: 565909.85 (Agent57)
SOTA
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Alien
Score· 2017-04-15
12689.1
best: 741812.63 (MuZero)
SOTA
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Chopper Command
Score· 2017-04-15
107779
best: 999999 (GDI-H3)
SOTA
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Defender
Score· 2017-04-15
223025
best: 993010 (CGP)
SOTA
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Boxing
Score· 2017-04-15
99.4
best: 100 (MuZero)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Double Dunk
Score· 2017-04-15
23
best: 24 (UCT)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Centipede
Score· 2017-04-15
3422
best: 1422628 (Go-Explore)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Enduro
Score· 2017-04-15
2224.2
best: 14330 (GDI-I3)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Breakout
Score· 2017-04-15
514.8
best: 864 (GDI-H3(200M frames))
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Amidar
Score· 2017-04-15
1015.8
best: 29660.08 (Agent57)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Asteroids
Score· 2017-04-15
3726.1
best: 760005 (GDI-H3)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Demon Attack
Score· 2017-04-15
115154
best: 787985 (GDI-H3)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Battle Zone
Score· 2017-04-15
64070
best: 934134.88 (Agent57)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Beam Rider
Score· 2017-04-15
11033.4
best: 454993.53 (MuZero)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Asterix
Score· 2017-04-15
205914
best: 999999 (GDI-H3)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Bowling
Score· 2017-04-15
81
best: 260.13 (MuZero)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Assault
Score· 2017-04-15
8323.3
best: 143972.03 (MuZero)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Berzerk
Score· 2017-04-15
2303.1
best: 197376 (Go-Explore)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Atlantis
Score· 2017-04-15
302831
best: 3837300 (GDI-H3)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Atari GamesonAtari 2600 Bank Heist
Score· 2017-04-15
1259.7
best: 27219.8 (MuZero (Res2 Adam))
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Boxing
Score· 2017-04-15
99.4
best: 100 (MuZero)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Double Dunk
Score· 2017-04-15
23
best: 24 (UCT)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Centipede
Score· 2017-04-15
3422
best: 1422628 (Go-Explore)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Enduro
Score· 2017-04-15
2224.2
best: 14330 (GDI-I3)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Breakout
Score· 2017-04-15
514.8
best: 864 (GDI-H3(200M frames))
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Amidar
Score· 2017-04-15
1015.8
best: 29660.08 (Agent57)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Asteroids
Score· 2017-04-15
3726.1
best: 760005 (GDI-H3)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Demon Attack
Score· 2017-04-15
115154
best: 787985 (GDI-H3)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Battle Zone
Score· 2017-04-15
64070
best: 934134.88 (Agent57)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Beam Rider
Score· 2017-04-15
11033.4
best: 454993.53 (MuZero)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Asterix
Score· 2017-04-15
205914
best: 999999 (GDI-H3)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Bowling
Score· 2017-04-15
81
best: 260.13 (MuZero)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Assault
Score· 2017-04-15
8323.3
best: 143972.03 (MuZero)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Berzerk
Score· 2017-04-15
2303.1
best: 197376 (Go-Explore)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Atlantis
Score· 2017-04-15
302831
best: 3837300 (GDI-H3)
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651
Video GamesonAtari 2600 Bank Heist
Score· 2017-04-15
1259.7
best: 27219.8 (MuZero (Res2 Adam))
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning arXiv:1704.04651