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
198 benchmarks • 44 tasks • 98 datasets • 4905 papers with code
Sentence
Sentence
3462 papers with code
Continuous Control
Continuous Control
76 benchmarks
427 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
427 papers with code
3D Face Modelling
326 benchmarks
21 papers with code
Facial Recognition and Modelling
General Reinforcement Learning
Offline RL
2 benchmarks
235 papers with code
Model-based Reinforcement Learning
204 papers with code
Multi-agent Reinforcement Learning
Multi-agent Reinforcement Learning
30 benchmarks
398 papers with code
SMAC
27 benchmarks
40 papers with code
Video Games
Atari Games
65 benchmarks
282 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
282 papers with code
Montezuma's Revenge
1 benchmark
28 papers with code
Real-Time Strategy Games
Starcraft
130 papers with code
Starcraft II
3 benchmarks
81 papers with code
OpenAI Gym
OpenAI Gym
14 benchmarks
169 papers with code
Acrobot
9 papers with code
Hierarchical Reinforcement Learning
Hierarchical Reinforcement Learning
1 benchmark
88 papers with code
Board Games
Board Games
2 benchmarks
45 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
44 papers with code
SMAC Plus
Card Games
Card Games
19 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
text-based games
text-based games
31 papers with code
Multi-Agent Path Finding
Multi-Agent Path Finding
29 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
trustable and focussed LLM generated content
Game Design
9 papers with code
trustable and focussed LLM generated content
2 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