distributional-rl topic

🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.

marload

Deep Reinforcement Learning codes for study. Currently, there are only codes for algorithms: DQN, C51, QR-DQN, IQN, QUOTA.

Kchu

PyTorch implementation of the state-of-the-art distributional reinforcement learning algorithm Fully Parameterized Quantile Function (FQF) and Extensions: N-step Bootstrapping, PER, Noisy Layer, Dueli...

BY571

[IROS 2023] Robust Unmanned Surface Vehicle Navigation with Distributional Reinforcement Learning

RobustFieldAutonomyLab

[UR 2023] Robust Route Planning with Distributional Reinforcement Learning in a Stochastic Road Network Environment

RobustFieldAutonomyLab

[ICRA 2024] Decentralized Multi-Robot Navigation for Autonomous Surface Vehicles with Distributional Reinforcement Learning

RobustFieldAutonomyLab