Reinforcement Learning With Sparse Rewards

Reinforcement Learning with sparse rewards

DRL Lecture 7: Sparse Reward

Reward Shaping

Task Specification for Reinforcement Learning on Real Robots Using Sparse Rewards

[Presentation] Action Guidance: Getting the Best of Sparse Rewards and Shaped Rewards for RTS Games

Leveraging Demonstrations for Deep Reinforcement Learning on Robotics Problems with Sparse Rewards

Handling Sparse Rewards in Reinforcement Learning Using Model Predictive Control

Learning to Generalise in Sparse Reward Navigation Environments

Reproducibility in Reinforcement Learning

Understanding Reinforcement Learning Environment and Rewards

Reinforcement Learning with Random Delays - ICLR 2021

Yann Bouteiller

Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards

Jean-Baptiste Mouret

Reinforcement Learning with TensorFlow and Unity - Pittsburgh ML Summit ‘19

Google for Developers

Design the Best Reward Function | Reinforcement Learning Part-6

RSS 2021, Spotlight Talk 01: An Empowerment-based Solution to Robotic Manipulation Tasks with Sparse

Robotics Science and Systems

Cooperative Navigation - Sparse Reward Function

An introduction to Reinforcement Learning

Upside-Down Reinforcement Learning

Reinforcement Learning Upside Down: Don't Predict Rewards -- Just Map Them to Actions

Navigating Sparse Rewards in RL