kkhetarpal

ioc

Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020

ais

Common repository for our readings and discussions

prototype4evaluation

safe_a2oc_delib

Safe Option Critic: Learning Safe Options in the A2OC Architecture

unrealwithattention

Attend Before you Act: Leveraging human visual attention for continual learning

Literature

Repository of my reading lists, paper summaries corresponding links

kkhetarpal.github.io

pomrl

POMRL: No-Regret Learning-to-Plan with Increasing Horizons [TMLR 2023]

COMP767

Assignments and Reading Material for RL Course

emdp

Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

gym-miniworld

Simple 3D interior simulator for RL & robotics research

papers-I-read

A-Paper-A-Week

rlalgorithms

hands on reinforcement learning

a2oc_delib

A3C style Option-Critic with deliberation cost

academic-kickstart

📝 Easily create a beautiful website using Academic, Hugo, and Netlify

ai-deadlines

:alarm_clock: AI conference deadline countdowns

ant-env

Ant Gather and Ant Maze envs, separated from RLLab

gym-minigrid

Minimalistic gridworld environment for OpenAI Gym

House3D

a Realistic and Rich 3D Environment

keras-rl

Deep Reinforcement Learning for Keras.

new_website

Production build of the new website

newpapers.github.io

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

pytorchlearn

research_resources

Go to commands, tools, scripts , etc.

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

sam

Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model.

trfl

TensorFlow Reinforcement Learning

unreal

Reinforcement learning with unsupervised auxiliary tasks