Michael Janner (jannerm)

jannerm

Geek Repo

Company:UC Berkeley

Home Page:jannerm.github.io

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Michael Janner's repositories

diffuser

Code for the paper "Planning with Diffusion for Flexible Behavior Synthesis"

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mbpo

Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"

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trajectory-transformer

Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"

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ddpo

Code for the paper "Training Diffusion Models with Reinforcement Learning"

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intrinsics-network

Code for the paper "Self-Supervised Intrinsic Image Decomposition"

spatial-reasoning

Code for the paper "Representation Learning for Grounded Spatial Reasoning"

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gamma-models

Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"

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torch-colormap

MATLAB-style colormaps for Torch

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bullet-manipulation

Robotic manipulation in PyBullet

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d4rl

A benchmark for offline reinforcement learning.

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bullet3

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

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diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

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Gumbel_Softmax_VAE

PyTorch implementation of a Variational Autoencoder with Gumbel-Softmax Distribution

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mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

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ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

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rlkit

Collection of reinforcement learning algorithms

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SimpleSAC

A simple and easy to use implementation of the soft actor-critic algorithm.

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viskit

rllab's viskit with some added features

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