Browse State-of-the-Art
Datasets
Methods
More
Libraries
Newsletter
About
RC2020
Trends
Portals
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
159 benchmarks • 38 tasks • 77 datasets • 641 papers with code
Video Games
Atari Games
63 benchmarks
181 papers with code
Starcraft II
2 benchmarks
30 papers with code
Real-Time Strategy Games
2 benchmarks
19 papers with code
Dota 2
6 papers with code
FPS Games
1 benchmark
6 papers with code
See all 9 tasks
Continuous Control
Continuous Control
76 benchmarks
190 papers with code
Car Racing
10 papers with code
Steering Control
3 benchmarks
3 papers with code
Atari Games
Atari Games
63 benchmarks
181 papers with code
Montezuma's Revenge
1 benchmark
20 papers with code
Multi-agent Reinforcement Learning
Multi-agent Reinforcement Learning
1 benchmark
131 papers with code
SMAC
14 papers with code
General Reinforcement Learning
Curriculum Learning
101 papers with code
Temporal Logic
23 papers with code
Offline RL
20 papers with code
OpenAI Gym
OpenAI Gym
10 benchmarks
86 papers with code
Acrobot
1 benchmark
5 papers with code
Real-Time Strategy Games
Starcraft
56 papers with code
Starcraft II
2 benchmarks
30 papers with code
Hierarchical Reinforcement Learning
Hierarchical Reinforcement Learning
50 papers with code
Minecraft
21 papers with code
Board Games
Board Games
2 benchmarks
24 papers with code
Game of Go
1 benchmark
13 papers with code
Game of Chess
7 papers with code
Game of Shogi
1 benchmark
2 papers with code
Card Games
Card Games
1 benchmark
12 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
Game of Go
Game of Go
1 benchmark
13 papers with code
text-based games
text-based games
12 papers with code
FPS Games
FPS Games
1 benchmark
6 papers with code
Game of Doom
1 benchmark
4 papers with code
Game of Chess
Game of Chess
7 papers with code
Offline RL
DQN Replay Dataset
6 papers with code
Game of Football
Game of Football
3 papers with code
Football Action Valuation
2 papers with code
Injury Prediction
Pass Classification
Game of Poker
Game of Poker
5 papers with code
Multi-Agent Path Finding
Multi-Agent Path Finding
5 papers with code
NetHack
NetHack
1 benchmark
2 papers with code
NetHack Score
1 benchmark
1 papers with code
Game of Shogi
Game of Shogi
1 benchmark
2 papers with code
Game of Suduko
Game of Suduko
1 benchmark
1 papers with code
Game of Cricket
Game of Cricket
