[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

Sawppy the Rover: A Motorized Model of Mars Rover Curiosity and Perseverance for <$500 In Parts

Find Amazing Github Projects ⚡

[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement

DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM

This project explores deep reinforcement learning, hybrid actor-critic approach with A3C/PPO combined with curiosity for playing Super Mario Bros

A collection of papers on divergence and quality diversity

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

Pytorch implementation of intrinsic curiosity module with proximal policy optimization

⭐ Physics class project

Attempt at reinforcement learning with curiosity for Sonic the Hedgehog games. Number 149 on OpenAI retro contest leaderboard, but more work needed

Attention-based Curiosity-driven Exploration in Deep Reinforcement Learning

Click on ⭐ to see it in action 🤩

Adaptive Reinforcement Learning of curious AI basketball agents

Reproduction of Curiosity-driven Exploration by Self-supervised Prediction in PyTorch

MSc Informatics dissertation project - University of Edinburgh: Curiosity in Multi-Agent Reinforcement Learning

Using multiple sensor modalities to improve exploration for robotic manipulation tasks with sparse rewards

Implementation of Curiosity-Driven Exploration with PyTorch

[ICTAI 2018] This code is a TensorFlow implementation of the paper "Using State Predictions for Value Regularization in Curiosity Driven Deep Reinforcement Learning"

This is a demo code is to provide support for the Curiosity High Pin Count (HPC) development board using the PIC18F47Q43.