Atari Games On Atari 2600 Alien

Metrics

Score

Results

Performance results of various models on this benchmark

		Paper Title	Repository
MuZero	741812.63	Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
Agent57	297638.17	Agent57: Outperforming the Atari Human Benchmark
GDI-H3(1B frames)	279700	GDI: Rethinking What Makes Reinforcement Learning Different from Supervised Learning	-
R2D2	229496.9	Recurrent Experience Replay in Distributed Reinforcement Learning	-
MuZero (Res2 Adam)	70192.35	Online and Offline Reinforcement Learning by Planning with a Learned Model
GDI-H3	48735	Generalized Data Distribution Iteration	-
GDI-I3	43384	Generalized Data Distribution Iteration	-
Ape-X	40804.9	Distributed Prioritized Experience Replay
FQF	16754.6	Fully Parameterized Quantile Function for Distributional Reinforcement Learning
IMPALA (deep)	15962.10	IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
Reactor 500M	12689.1	The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning	-
UCT	7785	The Arcade Learning Environment: An Evaluation Platform for General Agents
IQN	7022	Implicit Quantile Networks for Distributional Reinforcement Learning
ASL DDQN	6955.2	Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity
NoisyNet-Dueling	5778	Noisy Networks for Exploration
Persistent AL	5699.81	Increasing the Action Gap: New Operators for Reinforcement Learning
DNA	5021	DNA: Proximal Policy Optimization with a Dual Network Architecture
Advantage Learning	4990.91	Increasing the Action Gap: New Operators for Reinforcement Learning
QR-DQN-1	4871	Distributional Reinforcement Learning with Quantile Regression
Duel noop	4461.4	Dueling Network Architectures for Deep Reinforcement Learning

0 of 49 row(s) selected.

Command Palette

Atari Games On Atari 2600 Alien

Metrics

Results