jk-cim Goto Github PK

al-folio

A beautiful Jekyll theme for academics

arxiv-style

A Latex style and template for paper preprints (based on NIPS style)

banana-gym

A simple stochastic OpenAI environment for training RL agents

banditsbook

Code for my book on Multi-Armed Bandit Algorithms

benjamin-recht.github.io

coach

Reinforcement Learning Coach by Intel® AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

deep-cfr

Scalable Implementation of Deep CFR and Single Deep CFR

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

discrete_mean_field_game

Experiments on a discrete mean field game model of population dynamics with reinforcement learning

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

egtplot

egtplot: A python package for 3-Strategy Evolutionary Games

gym-trading

Environment for reinforcement-learning algorithmic trading models

infomarl

using information theory to encourage agents to cooperate and compete

learning-to-communicate-pytorch

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

mab_games_sims

Simulations accompanying Mean Field Equilibria for Multiarmed Bandit Games

madrl

Repo containing code for multi-agent deep reinforcement learning (MADRL).

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

mfrl

Mean Field Multi-Agent Reinforcement Learning

neural-fictitous-self-play

Scalable Implementation of Neural Fictitous Self-Play

non-linear-dynamics-strogatz

Python scripts connected to Strogatz's nonlinear dynamics and chaos theory text.

pokerrl

Framework for Multi-Agent Deep Reinforcement Learning in Poker

pytorch-ddpg-naf

Implementation of algorithms for continuous control (DDPG and NAF).

pytorch-madrl

PyTorch implementations of various DRL algorithms for both single agent and multi-agent.

reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

remote-estimation

rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

style.jl

Style guideline for Julia

tipsntricks

Tips, tricks and setup information at the chair

trfl

TensorFlow Reinforcement Learning