Popular GitHub Repositories for Deep Rl

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"

Pytorch code for NeurIPS-20 Paper "Object Goal Navigation using Goal-Oriented Semantic Exploration"

:sparkles: A plotter for reinforcement learning (RL)

Codes accompanying the paper "Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning" (NeurIPS 2021 Spotlight https://arxiv.org/abs/2106.03400)

A reusable framework for successor features for transfer in deep reinforcement learning using keras.

Mirror Descent Policy Optimization

Code repository with classical reinforcement learning and deep reinforcement learning methods for Pokémon battles in Pokémon Showdown.

RLbox: Solving OpenAI Gym with TensorFlow

Synthesizing safe robot policies in joint physical-belief spaces with deep RL! - CoRL 2023

A curated list of awesome intelligent autonomous systems ecosystem

Deep Q-Learning algorithms to solve LunarLander-v2.

Simple PyTorch implementation of the Vanilla Policy Gradient algorithm.

Implementation of core reinforcement learning algorithms with PyTorch