SSubhnil

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

FinRL

FinRL: Financial Reinforcement Learning. 🔥

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

ai-deadlines

:alarm_clock: AI conference deadline countdowns

dm_control

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

DI-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

HighwayEnv

A minimalist environment for decision-making in autonomous driving

PettingZoo

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

zhusuan

A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow

rl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

FidelityFX-FSR

FidelityFX Super Resolution

dreamerv3

Mastering Diverse Domains through World Models

robosuite

robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

DRL-code-pytorch

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

xmanager

A platform for managing machine learning experiments

iris

Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.

dreamerv3-torch

Implementation of Dreamer v3 in pytorch.

Minari

A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities

CausalWorld

CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning

dmc2gym

OpenAI Gym wrapper for the DeepMind Control Suite

continual_rl

Continual reinforcement learning baselines: experiment specifications, implementation of existing methods, and common metrics. Easily extensible to new methods.

DRL

Deconfounding Reinforcement Learning in Observational Settings

GRADER

This is the official implementation of NeurIPS 2022 paper "Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal Reasoning"

RIA

TensorFlow implementation of "A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning" (ICLR 2022).

gym-windy-gridworlds

Windy GridWorlds environments compatible with OpenAI gym.

IVOPEwithACME