ASL DDQN

Reported on 114 benchmarks across 2 tasks · 1 paper

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

Playing Games114 results

Atari GamesonAtari 2600 Boxing
Score· 2023-05-07
99.6
best: 100 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Skiing
Score· 2023-05-07
-8295.4
best: 0 (Best Learner)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Double Dunk
Score· 2023-05-07
0.1
best: 24 (UCT)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Ms. Pacman
Score· 2023-05-07
4416
best: 243401.1 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Centipede
Score· 2023-05-07
3899.8
best: 1422628 (Go-Explore)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Tutankham
Score· 2023-05-07
252.9
best: 2354.91 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Freeway
Score· 2023-05-07
33.9
best: 34 (TRPO-hash)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Pong
Score· 2023-05-07
21
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Enduro
Score· 2023-05-07
2103.1
best: 14330 (GDI-I3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Krull
Score· 2023-05-07
10422.5
best: 594540 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Breakout
Score· 2023-05-07
621.7
best: 864 (GDI-H3(200M frames))
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Frostbite
Score· 2023-05-07
8616.4
best: 631378.53 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Yars Revenge
Score· 2023-05-07
29231.9
best: 998532.37 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Gopher
Score· 2023-05-07
103514.4
best: 488830 (GDI-I3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Space Invaders
Score· 2023-05-07
21602
best: 154380 (GDI-H3(200M frames))
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 James Bond
Score· 2023-05-07
2237
best: 620780 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Amidar
Score· 2023-05-07
2232.3
best: 29660.08 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Tennis
Score· 2023-05-07
22.3
best: 24 (GDI-I3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Crazy Climber
Score· 2023-05-07
166019
best: 565909.85 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Asteroids
Score· 2023-05-07
1984.5
best: 760005 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Gravitar
Score· 2023-05-07
760
best: 19213.96 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Time Pilot
Score· 2023-05-07
12071
best: 476763.9 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Demon Attack
Score· 2023-05-07
119773.9
best: 787985 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Battle Zone
Score· 2023-05-07
38986
best: 934134.88 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Phoenix
Score· 2023-05-07
71752.6
best: 959580 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Beam Rider
Score· 2023-05-07
26841.6
best: 454993.53 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Asterix
Score· 2023-05-07
567640
best: 999999 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Kung-Fu Master
Score· 2023-05-07
85182
best: 1666665 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Bowling
Score· 2023-05-07
62.4
best: 260.13 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Kangaroo
Score· 2023-05-07
13027
best: 24034.16 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Assault
Score· 2023-05-07
14372.8
best: 143972.03 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Alien
Score· 2023-05-07
6955.2
best: 741812.63 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Fishing Derby
Score· 2023-05-07
35.1
best: 91.16 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Seaquest
Score· 2023-05-07
29278.6
best: 1000000 (GDI-H3(200M frames))
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Chopper Command
Score· 2023-05-07
15071
best: 999999 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Solaris
Score· 2023-05-07
3506.8
best: 44199.93 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Surround
Score· 2023-05-07
2.5
best: 10 (NoisyNet-Dueling)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Video Pinball
Score· 2023-05-07
626794
best: 999383.2 (R2D2)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Wizard of Wor
Score· 2023-05-07
21049
best: 197126 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Zaxxon
Score· 2023-05-07
16420
best: 725853.9 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Defender
Score· 2023-05-07
37026.5
best: 993010 (CGP)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Robotank
Score· 2023-05-07
65.8
best: 131.13 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Name This Game
Score· 2023-05-07
16535.4
best: 157177.85 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Star Gunner
Score· 2023-05-07
129140
best: 839573.53 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Ice Hockey
Score· 2023-05-07
-3.6
best: 481.9 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Berzerk
Score· 2023-05-07
2597.2
best: 197376 (Go-Explore)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Atlantis
Score· 2023-05-07
947275
best: 3837300 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 HERO
Score· 2023-05-07
26578.5
best: 114736.26 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Bank Heist
Score· 2023-05-07
1340.9
best: 27219.8 (MuZero (Res2 Adam))
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Venture
Score· 2023-05-07
291
best: 2623.71 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Private Eye
Score· 2023-05-07
349.7
best: 95756 (Go-Explore)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Q*Bert
Score· 2023-05-07
24548.8
best: 580328.14 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 River Raid
Score· 2023-05-07
24445
best: 323417.18 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Road Runner
Score· 2023-05-07
56520
best: 999999 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Up and Down
Score· 2023-05-07
25127.4
best: 986440 (GDI-I3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Boxing
Score· 2023-05-07
99.6
best: 100 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Skiing
Score· 2023-05-07
-8295.4
best: 0 (Best Learner)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Double Dunk
Score· 2023-05-07
0.1
best: 24 (UCT)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Ms. Pacman
Score· 2023-05-07
4416
best: 243401.1 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Centipede
Score· 2023-05-07
3899.8
best: 1422628 (Go-Explore)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Tutankham
Score· 2023-05-07
252.9
best: 2354.91 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Freeway
Score· 2023-05-07
33.9
best: 34 (TRPO-hash)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Pong
Score· 2023-05-07
21
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Enduro
Score· 2023-05-07
2103.1
best: 14330 (GDI-I3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Krull
Score· 2023-05-07
10422.5
best: 594540 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Breakout
Score· 2023-05-07
621.7
best: 864 (GDI-H3(200M frames))
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Frostbite
Score· 2023-05-07
8616.4
best: 631378.53 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Yars Revenge
Score· 2023-05-07
29231.9
best: 998532.37 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Gopher
Score· 2023-05-07
103514.4
best: 488830 (GDI-I3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Space Invaders
Score· 2023-05-07
21602
best: 154380 (GDI-H3(200M frames))
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 James Bond
Score· 2023-05-07
2237
best: 620780 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Amidar
Score· 2023-05-07
2232.3
best: 29660.08 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Tennis
Score· 2023-05-07
22.3
best: 24 (GDI-I3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Crazy Climber
Score· 2023-05-07
166019
best: 565909.85 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Asteroids
Score· 2023-05-07
1984.5
best: 760005 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Gravitar
Score· 2023-05-07
760
best: 19213.96 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Time Pilot
Score· 2023-05-07
12071
best: 476763.9 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Demon Attack
Score· 2023-05-07
119773.9
best: 787985 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Battle Zone
Score· 2023-05-07
38986
best: 934134.88 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Phoenix
Score· 2023-05-07
71752.6
best: 959580 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Beam Rider
Score· 2023-05-07
26841.6
best: 454993.53 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Asterix
Score· 2023-05-07
567640
best: 999999 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Kung-Fu Master
Score· 2023-05-07
85182
best: 1666665 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Bowling
Score· 2023-05-07
62.4
best: 260.13 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Kangaroo
Score· 2023-05-07
13027
best: 24034.16 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Assault
Score· 2023-05-07
14372.8
best: 143972.03 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Alien
Score· 2023-05-07
6955.2
best: 741812.63 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Fishing Derby
Score· 2023-05-07
35.1
best: 91.16 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Seaquest
Score· 2023-05-07
29278.6
best: 1000000 (GDI-H3(200M frames))
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Chopper Command
Score· 2023-05-07
15071
best: 999999 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Solaris
Score· 2023-05-07
3506.8
best: 44199.93 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Surround
Score· 2023-05-07
2.5
best: 10 (NoisyNet-Dueling)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Video Pinball
Score· 2023-05-07
626794
best: 999383.2 (R2D2)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Wizard of Wor
Score· 2023-05-07
21049
best: 197126 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Zaxxon
Score· 2023-05-07
16420
best: 725853.9 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Defender
Score· 2023-05-07
37026.5
best: 993010 (CGP)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Robotank
Score· 2023-05-07
65.8
best: 131.13 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Name This Game
Score· 2023-05-07
16535.4
best: 157177.85 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Star Gunner
Score· 2023-05-07
129140
best: 839573.53 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Ice Hockey
Score· 2023-05-07
-3.6
best: 481.9 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Berzerk
Score· 2023-05-07
2597.2
best: 197376 (Go-Explore)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Atlantis
Score· 2023-05-07
947275
best: 3837300 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 HERO
Score· 2023-05-07
26578.5
best: 114736.26 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Bank Heist
Score· 2023-05-07
1340.9
best: 27219.8 (MuZero (Res2 Adam))
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Venture
Score· 2023-05-07
291
best: 2623.71 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Private Eye
Score· 2023-05-07
349.7
best: 95756 (Go-Explore)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Q*Bert
Score· 2023-05-07
24548.8
best: 580328.14 (Agent57)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 River Raid
Score· 2023-05-07
24445
best: 323417.18 (MuZero)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Road Runner
Score· 2023-05-07
56520
best: 999999 (GDI-H3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Video GamesonAtari 2600 Up and Down
Score· 2023-05-07
25127.4
best: 986440 (GDI-I3)
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity arXiv:2305.04180
Atari GamesonAtari 2600 Montezuma's Revenge
Score
0
best: 43791 (Go-Explore)
Atari GamesonAtari 2600 Pitfall!
Score
0
best: 102571 (Go-Explore)
Video GamesonAtari 2600 Montezuma's Revenge
Score
0
best: 43791 (Go-Explore)
Video GamesonAtari 2600 Pitfall!
Score
0
best: 102571 (Go-Explore)