r-ceph Goto Github PK

2048-deep-reinforcement-learning

Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning

aaai2021-vdfp

Source code and raw data of learning curves for AAAI 2021 paper - 《Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction》

actionembedding

Code repository for paper.

alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

bail

baselines

Baselines for Neural MMO -- new users should treat this repo as a starter project

bd_rd_psro

Code for Towards Unifying Behavioral and Response Diversity for Open-ended Learning in Zero-sum Games

bear

Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction

borel

Official implementation for the paper "Offline Meta RL - Identifiability Challenges and Effective Data Collection Strategies", NeurIPS 2021.

cagrad

carl

https://carl.readthedocs.io/en/latest/

catalyst-rl-tutorial

Using Catalyst.RL to train a robot to perform peg-in-hole insertion in simulation.

causalcuriosity

Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML 2021.

coma_rllib

Implentation of COMA using RLlib.

competition_3v3snakes

d4rl

A benchmark for offline reinforcement learning.

deep-reinforcement-learning-based-recommender-system

deep_successor_feature

Implementation of deep successor feature algorithm

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deepmimic_cloud_installation

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

deeprl_algorithms

DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

diskarray

A resizable numpy array on disk (mmap based)

dqn-atari-tensorflow

Simplest Version of playing Atari with Deep Q Learning in Tensorflow

dream

Decoupled Reward-free ExplorAtion and Execution for Meta-reinforcement learning

drl-rec

Deep reinforcement learning for recommendation system

drr_restaurants

A PyTorch implementation of the DRR framework (deep reinforcement learning, DDPG, PER, PMF) as it applies to restaurant recommendation.

focal-iclr

Code for FOCAL Paper Published at ICLR 2021

football-paris

The exact codes used by the team "liveinparis" at the kaggle football competition ranked 6th/1141

griddly

A grid-world game engine for game AI research