DQN related experiments.
The simplest example to demonstrate how to use BasicDQN

BasicDQN can also be applied to MountainCar

BasicDQN can also be applied to discrete Pendulum

A simple example to demonstrate how to use environments in GridWorlds.jl

PrioritizedDQN applied to CartPole

DQN can also be applied to MountainCar

QRDQN applied to CartPole

REMDQN applied to CartPole

Rainbow applied to CartPole

The simplest example to demonstrate how to use DQN to solve atari games.

Use the Rainbow to play the atari game ms_pacman.

Use the IQN to play the atari game breakout.

Policy gradient related experiments.
A2CGAE applied to CartPole

MADDPG applied to KuhnPoker

MADDPG applied to SpeakerListenerEnv

Offline RL related experiments.
Collect CartPole dataset generated by BasicDQN

Collect Pendulum dataset generated by SAC

FisherBRC applied to Pendulum

FQE applied to CRR policy on PendulumEnv

Searching related experiments.
Minimax applied to OpenSpiel(tictactoe)

Counterfactual regret related experiments.
TabularCFR applied to OpenSpiel(kuhn_poker)

DeepCFR applied to OpenSpiel(leduc_poker)

Neural Fictitious Self-play(NFSP) related experiments.
NFSP applied to KuhnPokerEnv

play "kuhn_poker" in OpenSpiel with NFSP

Exploitability Descent algorithm related experiments.
play "kuhn_poker" in OpenSpiel with Exploitability Descent(ED) algorithm.
