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How to Setup Azure Data Science Virtual Machine (DSVM)

How to Setup Azure Data Science Virtual Machine (DSVM)

Azure Data Science Virtual Machine is a virtual machine image that is built for data science.

RL Weekly 40: Catastrophic Interference and Policy Evaluation Networks

RL Weekly 40: Catastrophic Interference and Policy Evaluation Networks

In this issue, we look at two papers combating catastrophic interference. Memento combats interference by training two independent agents where the second agent takes off...

RL Weekly 39: Intrinsic Motivation for Cooperation and Amortized Q-Learning

RL Weekly 39: Intrinsic Motivation for Cooperation and Amortized Q-Learning

In this issue, we look at using intrinsic rewards to encourage cooperation in two-agent MDP. We also look at replacing maximization in Q-learning over all...

Papers Accepted to ICLR 2020

Papers Accepted to ICLR 2020

Here is an interactive table of all ICLR 2020 papers.

Reinforcement Learning Papers Accepted to ICLR 2020

Reinforcement Learning Papers Accepted to ICLR 2020

I have compiled a list of 106 reinforcement learning papers accepted to ICLR 2020.

RL Weekly 38: Clipped objective is not why PPO works, and the Trap of Saliency maps

RL Weekly 38: Clipped objective is not why PPO works, and the Trap of Saliency maps

In this issue, we look at the effect of PPO's code-level optimizations and the study of saliency maps in RL.