manfreddiaz

active-domainrand

Code repository for Active Domain Randomization (CoRL 2019, https://arxiv.org/abs/1904.04762)

awesome-autonomous-vehicles

Curated List of Self-Driving Cars and Autonomous Vehicles Resources

berkeley-cs-188

Berkeley CS 188 Artificial Intelligence [Projects Work]

deep-docker

Dockerfile for creating a docker image with default configurations for Deep Learning tasks

deep-learning-pi3

Pytorch Pre-trained CNN Models Benchmark on Raspberry Pi 3

duckietown_dtp

Detection, Tracking and Prediction in Duckietown

ecotheory

An Information Theory Perspective on the Complexity of MDPs

openal-android-sample

A working sample of openal4android library.

rl-benchmarks

A Historic Recollection of Reinforcement Learning Benchmarks

poprank

manfreddiaz/awesome-autonomous-vehicles

Curated List of Self-Driving Cars and Autonomous Vehicles Resources

manfreddiaz/ecotheory

An Information Theory Perspective on the Complexity of MDPs

manfreddiaz/homework

Assignments for CS294-112.

manfreddiaz/marlgrid

Gridworld for MARL experiments

manfreddiaz/gym-duckietown

Self-driving car simulator for the Duckietown universe

manfreddiaz/gym-miniworld

Simple 3D interior simulator for RL & robotics research

manfreddiaz/maddpg

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

manfreddiaz/manuscripts

Archive of Published / Submitted Manuscripts

manfreddiaz/MARL-Papers

Paper list of multi-agent reinforcement learning (MARL)

manfreddiaz/multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

manfreddiaz/multigym

manfreddiaz/safe-iil

manfreddiaz/active-domainrand

Code repository for Active Domain Randomization (CoRL 2019, https://arxiv.org/abs/1904.04762)

manfreddiaz/babyai

BabyAI platform. A testbed for training agents to understand and execute natural language commands.

manfreddiaz/brax

Massively parallel rigidbody physics simulation on accelerator hardware.

manfreddiaz/COMP417_Fall2019

manfreddiaz/graph_nets

Build Graph Nets in Tensorflow

manfreddiaz/gym-minigrid

Minimalistic gridworld package for OpenAI Gym

manfreddiaz/krrish94.github.io

My homepage

manfreddiaz/manfreddiaz.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

manfreddiaz/old-profile

Personal Website

manfreddiaz/pic

"Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning"(https://arxiv.org/abs/2103.12726)

manfreddiaz/rl-benchmarks

A Historic Recollection of Reinforcement Learning Benchmarks

manfreddiaz/rl-laplacian

Learning Laplacian Representations in Reinforcement Learning

manfreddiaz/rwg-benchmark

Analyzing Reinforcement Learning Benchmarks with Random Weight Guessing

manfreddiaz/spectral_inference_networks

Implementation of Spectral Inference Networks, ICLR 2019

manfreddiaz/spinningup

An educational resource to help anyone learn deep reinforcement learning.

manfreddiaz/TD3

PyTorch implementation of TD3 and DDPG for OpenAI gym tasks

manfreddiaz/url_benchmark

manfreddiaz/open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.