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.
Browse SoTA
> Playing Games
Playing Games
193 benchmarks • 43 tasks • 96 datasets • 4781 papers with code
Sentence
Sentence
3391 papers with code
Continuous Control
Continuous Control
76 benchmarks
412 papers with code
Car Racing
20 papers with code
Steering Control
3 benchmarks
6 papers with code
Drone Controller
1 papers with code
3D Face Modelling
Continuous Control
76 benchmarks
412 papers with code
3D Face Modelling
322 benchmarks
21 papers with code
Facial Recognition and Modelling
Multi-agent Reinforcement Learning
Multi-agent Reinforcement Learning
30 benchmarks
388 papers with code
SMAC
27 benchmarks
38 papers with code
General Reinforcement Learning
Offline RL
2 benchmarks
225 papers with code
Model-based Reinforcement Learning
195 papers with code
Video Games
Atari Games
65 benchmarks
277 papers with code
Starcraft II
3 benchmarks
81 papers with code
Real-Time Strategy Games
3 benchmarks
23 papers with code
Dota 2
11 papers with code
FPS Games
1 benchmark
11 papers with code
See all 8 tasks
Atari Games
Atari Games
65 benchmarks
277 papers with code
Montezuma's Revenge
1 benchmark
28 papers with code
Real-Time Strategy Games
Starcraft
129 papers with code
Starcraft II
3 benchmarks
81 papers with code
OpenAI Gym
OpenAI Gym
9 benchmarks
160 papers with code
Acrobot
9 papers with code
Hierarchical Reinforcement Learning
Hierarchical Reinforcement Learning
87 papers with code
Board Games
Board Games
2 benchmarks
42 papers with code
Game of Go
1 benchmark
19 papers with code
Game of Chess
7 papers with code
Game of Shogi
1 benchmark
2 papers with code
SMAC
SMAC+
16 benchmarks
42 papers with code
SMAC Plus
text-based games
text-based games
31 papers with code
Card Games
Card Games
18 papers with code
Game of Poker
5 papers with code
Game of Hanabi
3 papers with code
Solitaire
3 papers with code
Klondike
1 papers with code
Multi-Agent Path Finding
Multi-Agent Path Finding
25 papers with code
Playing the Game of 2048
Playing the Game of 2048
1 benchmark
25 papers with code
Game of Go
Game of Go
1 benchmark
19 papers with code
NetHack
NetHack
1 benchmark
16 papers with code
NetHack Score
1 benchmark
1 papers with code
FPS Games
FPS Games
1 benchmark
11 papers with code
Game of Doom
1 benchmark
5 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
