Browse State-of-the-Art
Datasets
Methods
More
Newsletter
RC2022
About
Trends
Portals
Libraries
Sign In
Subscribe to the PwC Newsletter
×
Stay informed on the latest trending ML papers with code, research developments, libraries, methods, and datasets.
Read previous issues
Join the community
×
You need to
log in
to edit.
You can
create a new account
if you don't have one.
Or, discuss a change on
Slack
.
Browse SoTA
> Playing Games
Playing Games
192 benchmarks • 42 tasks • 96 datasets • 1236 papers with code
Continuous Control
Continuous Control
76 benchmarks
379 papers with code
Car Racing
19 papers with code
Steering Control
3 benchmarks
5 papers with code
Drone Controller
1 papers with code
3D Face Modelling
Continuous Control
76 benchmarks
379 papers with code
3D Face Modelling
306 benchmarks
20 papers with code
Facial Recognition and Modelling
Video Games
Atari Games
65 benchmarks
263 papers with code
Starcraft II
3 benchmarks
70 papers with code
Real-Time Strategy Games
3 benchmarks
23 papers with code
Dota 2
11 papers with code
FPS Games
1 benchmark
10 papers with code
See all 8 tasks
Multi-agent Reinforcement Learning
Multi-agent Reinforcement Learning
30 benchmarks
336 papers with code
SMAC
27 benchmarks
35 papers with code
General Reinforcement Learning
Offline RL
1 benchmark
173 papers with code
Model-based Reinforcement Learning
169 papers with code
Atari Games
Atari Games
65 benchmarks
263 papers with code
Montezuma's Revenge
1 benchmark
27 papers with code
Real-Time Strategy Games
Starcraft
115 papers with code
Starcraft II
3 benchmarks
70 papers with code
OpenAI Gym
OpenAI Gym
9 benchmarks
148 papers with code
Acrobot
9 papers with code
Hierarchical Reinforcement Learning
Hierarchical Reinforcement Learning
79 papers with code
Board Games
Board Games
2 benchmarks
32 papers with code
Game of Go
1 benchmark
16 papers with code
Game of Chess
7 papers with code
Game of Shogi
1 benchmark
2 papers with code
SMAC
SMAC+
16 benchmarks
39 papers with code
SMAC Plus
text-based games
text-based games
27 papers with code
Card Games
Card Games
15 papers with code
Game of Poker
5 papers with code
Solitaire
3 papers with code
Game of Hanabi
2 papers with code
Klondike
1 papers with code
Playing the Game of 2048
Playing the Game of 2048
1 benchmark
24 papers with code
Multi-Agent Path Finding
Multi-Agent Path Finding
18 papers with code
Game of Go
Game of Go
1 benchmark
16 papers with code
FPS Games
FPS Games
1 benchmark
10 papers with code
Game of Doom
1 benchmark
5 papers with code
NetHack
NetHack
1 benchmark
11 papers with code
NetHack Score
1 benchmark
1 papers with code
Game of Chess
Game of Chess
7 papers with code
Game of Football
Game of Football
4 papers with code
Football Action Valuation
1 papers with code
Injury Prediction
1 papers with code
Pass Classification
Offline RL
DQN Replay Dataset
6 papers with code
Game of Poker
Game of Poker
5 papers with code
Control with Prametrised Actions
Control with Prametrised Actions
3 benchmarks
2 papers with code
Game of Shogi
Game of Shogi
1 benchmark
2 papers with code
Game of Sudoku
Game of Sudoku
1 benchmark
2 papers with code
Deep-Sea Treasure, Image version
Deep-Sea Treasure, Image version
1 papers with code
Procgen Hard (100M)
Procgen Hard (100M)
1 papers with code
Game of Cricket
Game of Cricket
