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.
Methods
> Reinforcement Learning
Reinforcement Learning
128 methods • 9291 papers with code
Policy Gradient Methods
PPO
922 papers with code
DDPG
216 papers with code
REINFORCE
181 papers with code
TD3
116 papers with code
A2C
82 papers with code
See all 24 methods
Off-Policy TD Control
Q-Learning
1723 papers with code
DQN
512 papers with code
Clipped Double Q-learning
121 papers with code
Double Q-learning
111 papers with code
REM
47 papers with code
See all 17 methods
Reinforcement Learning Frameworks
AM
272 papers with code
RLAIF
19 papers with code
SCST
12 papers with code
POMO
6 papers with code
TLA
6 papers with code
See all 13 methods
Q-Learning Networks
DQN
512 papers with code
REM
47 papers with code
Double DQN
45 papers with code
Dueling Network
23 papers with code
Rainbow DQN
9 papers with code
See all 11 methods
Heuristic Search Algorithms
GA
255 papers with code
Monte-Carlo Tree Search
165 papers with code
Firefly algorithm
24 papers with code
4D A*
1 papers with code
IGSA
1 papers with code
See all 9 methods
Value Function Estimation
HOC
500 papers with code
V-trace
34 papers with code
Retrace
31 papers with code
N-step Returns
28 papers with code
Stochastic Dueling Network
12 papers with code
See all 7 methods
Distributed Reinforcement Learning
IMPALA
16 papers with code
Ape-X
10 papers with code
DD-PPO
8 papers with code
APPO
4 papers with code
SEED RL
2 papers with code
See all 7 methods
Actor-Critic Algorithms
Travel
667 papers with code
FORK
1 papers with code
25 Easy Ways to Communicate to Live Agent at Air France Airlines Through Contact Options A Complete Step by Step Guide
"22 Easy Ways to Contact Latam Airlines: Phone, Email & Chat Guide"
"65 Best Ways:How Can I Speak to Expedia™ Customer Service – Stress Free Guide"
See all 7 methods
Imitation Learning Methods
Parrot
17 papers with code
IQ-Learn
4 papers with code
PWIL
3 papers with code
CLIPort
3 papers with code
b2b transfer learning
1 papers with code
See all 6 methods
Offline Reinforcement Learning Methods
DPO
391 papers with code
URL
30 papers with code
R2D2
25 papers with code
IQL
16 papers with code
Fisher-BRC
1 papers with code
See all 6 methods
Behaviour Policies
Go-Explore
16 papers with code
Epsilon Greedy Exploration
5 papers with code
Quickbooks
See all 5 methods
On-Policy TD Control
Sarsa
56 papers with code
TD Lambda
14 papers with code
Expected Sarsa
9 papers with code
True Online TD Lambda
Sarsa Lambda
See all 5 methods
Motion Control
PPMC
1 papers with code
11 ways how to speak to live agent at southwest customer service 24/7
15 Ways to Reach Royal Caribbean Customer Service by Phone, Chat, and Email: A Full-Fledged Guide
12 Ways to Reach Princess Cruises Customer Service by Phone, Chat, and Email: A Full-Fledged Guide
See all 5 methods
Board Game Models
AlphaZero
114 papers with code
MuZero
46 papers with code
TD-Gammon
4 papers with code
See all 4 methods
Eligibility Traces
Accumulating Eligibility Trace
15 papers with code
Eligibility Trace
11 papers with code
Dutch Eligibility Trace
Replacing Eligibility Trace
See all 4 methods
RL Transformers
GTrXL
3 papers with code
CoBERL
1 papers with code
14 Ways To Contact +1→323→487→6120 To Someone At qatar airways USA™: A Step-by-Step Guide
See all 3 methods
Replay Memory
Experience Replay
858 papers with code
Prioritized Experience Replay
137 papers with code
See all 2 methods
Efficient Planning
Prioritized Sweeping
6 papers with code
See all 2 methods
Randomized Value Functions
REM
47 papers with code
Noisy Linear Layer
11 papers with code
See all 2 methods
Video Game Models
CARLA
411 papers with code
AlphaStar
10 papers with code
See all 2 methods
Exploration Strategies
Counterfactuals
391 papers with code
gSDE
1 papers with code
See all 2 methods
State Similarity Metrics
Playstyle Distance
3 papers with code
Policy Similarity Metric
2 papers with code
See all 2 methods
Path Planning
PPMC
1 papers with code
Fix ({{{QuickBooks}}} Payroll Error)
See all 2 methods
Card Game Models
DouZero
4 papers with code
5 Ways to Contact United Airlines Customer Service via Phone, Email, and Chat Support: ''A Step By Step Guide''
1 papers with code
See all 2 methods
Policy Evaluation
KOVA
1 papers with code
See all 1 methods
Bayesian Reinforcement Learning
Bayesian REX
1 papers with code
See all 1 methods
Environment Design Methods
Protagonist Antagonist Induced Regret Environment Design
1 papers with code
See all 1 methods
Density Ratio Learning
GradientDICE
1 papers with code
See all 1 methods