bluecontra Goto Github PK

a2oc_delib

A3C style Option-Critic with deliberation cost

aaai2021-vdfp

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

adhoc_aamas-17

Codification used for the AAMAS-17 paper "Simultaneously Learning and Advising in Multiagent Reinforcement Learning"

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

baselines-rudder

RUDDER for ATARI games with delayed rewards in OpenAI Baselines package

bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace and more

bluecontra.github.io

casl

TensorFlow Implementation of Crossmodal Attentive Skill Learner (CASL)

commnet

Neural network model, suitable for multi-agent learning. https://arxiv.org/abs/1605.07736

commnet-bicnet

CommNet and BiCnet implementation in tensorflow

count_based_exploration_sr

ddrl

Deep Developmental Reinforcement Learning

deep-maze

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

deterministic-variational-inference

Sample code for running deterministic variational inference to train Bayesian neural networks

dreamer

Dream to Control: Learning Behaviors by Latent Imagination

drl

gym-minigrid

Minimalistic gridworld environment for OpenAI Gym

gym-starcraft

StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)

hierarchical_il_rl

Code for hierarchical imitation learning and reinforcement learning

icnn

Input Convex Neural Networks

large-scale-curiosity

lowrankmdp

Exploratory project on approximating MDP value functions as low-rank plus sparse model

maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

madrl

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

matc-env

Multi-agent (2-agent now) Trash Collecting Envs, which are extended from several classic coordination games

matc_env

Multi-agent Trash Collecting domains used in research paper 《Hierarchical Deep Multiagent Reinforcement Learning》 (arXiv:1809.09332)

mazebase

Simple environment for creating very simple 2D games and training neural network models to perform tasks within them

models

Models and examples built with TensorFlow