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Esmaeil Seraj's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

basic_plain_dnn icon basic_plain_dnn

Basic Deep Learning Modules (Logistic Regression - Plain Shallow Network - Plain Deep Network) in Python [FOR STARTERS]

deeprl_network icon deeprl_network

multi-agent deep reinforcement learning for networked system control.

eeg-phasefreq-analysis icon eeg-phasefreq-analysis

Cerebral Signal's Instantaneous Parameters (Phase, Frequency & Envelope) Estimation & Analysis MATLAB Toolbox

erp_connectivity_emg_analysis icon erp_connectivity_emg_analysis

Essential Motor Cortex Signal Processing MATLAB Toolbox which implements various methods for three major aspects of investigating human motor cortex from Neuroscience view point: (1) ERP estimation and quantification, (2) Cortical Functional Connectivity analysis and (3) EMG quantification

firecommander2020 icon firecommander2020

FireCommander2020: A Multiagent, Interactive Joint Perception-Action Reconnaissance Environment

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

ma-gym icon ma-gym

A collection of multi agent environments based on OpenAI gym.

maddpg icon maddpg

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

mda icon mda

Mixture Domain Adaptation to Improve Semantic Segmentation for AV

mujoco-py icon mujoco-py

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

multiagent-particle-envs icon multiagent-particle-envs

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

open_spiel icon open_spiel

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

semanticsegmentation icon semanticsegmentation

2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds (ECCV 2022) :fire:

stable-baselines icon stable-baselines

Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

td3 icon td3

Author's PyTorch implementation of TD3 for OpenAI gym tasks

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