abagaria

onager

Lightweight python library for launching experiments and tuning hyperparameters, either locally or on a cluster

CFN

Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023

visgrid

RL environments for quickly running image-based grid-world experiments

RL-Adventure

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

mbrl-lib

Library for Model Based RL

E-DRL

Exploration Strategies for Deep Reinforcement Learning

markov-state-abstractions

Image-based gridworld experiment for learning Markov state abstractions

seeding

Lightweight python library for achieving deterministic random seeds

pfrl

PFRL: a PyTorch-based deep reinforcement learning library

pytorch-soft-actor-critic

PyTorch implementation of soft actor critic

mbbl

DeepRL

autonomous-learning-library

A PyTorch library for building deep reinforcement learning agents.

compgen

Paper: Learning to Recombine and Resample Data for Compositional Generalization

dqn_zoo

DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.

rlkit

Collection of reinforcement learning algorithms

deep-skill-chaining

Implementation of the skill discovery algorithm described in ICLR submission "Option Discovery using Deep Skill Chaining"

Language-as-an-Abstraction-for-Hierarchical-Deep-Reinforcement-Learning

PyTorch Implementation of "Language as an Abstraction for Hierarchical Deep Reinforcement Learning" paper

rlpyt

Reinforcement Learning in PyTorch

Conditional-Generative-Adversarial-Network

Tutorial on creating your own Conditional GAN in PyTorch

Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

srl-zoo

State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox

random-network-distillation-pytorch

Random Network Distillation pytorch

DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

Chatbot_tensorflow

Built the cahtbot using tensorflow. This chatbot based on RNN and seq2seq model.

seq2seq

Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch

DDPG-PyTorch

Deep Deterministic Policy Gradient implemented in PyTorch for DeepMind Control Suite

dm_control

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

seq2seq-dataloader

PyTorch DataLoader for seq2seq

TD3

Author's PyTorch implementation of TD3 for OpenAI gym tasks