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