Inverse Reinforcement Learning: An Introduction
Published:
Notes derived from Sergey Levine’s Deep RL course at Berkeley
Posts by Collection
portfolio
Reinforcement Learning: An Introduction
Published:
Code for the purpose of learning reinforcement learning using OpenAI Gym. Topics covered are below. 
publications
Can machines “learn” halide #perovskite crystal formation without accurate physicochemical features?
Published in ACS, 2020
This paper is about using machine learning to learn perovskite reaching when ones model of the chemical world is not accurate
Recommended citation: see below http://aadharna.github.io/files/perovskite.pdf
Co-generation of game levels and game-playing agents
Published in AIIDE 2020, 2020
This paper is about using coevolution of game-levels and game-playing agents in GVGAI
Recommended citation: see below http://aadharna.github.io/files/PINSKY.pdf
Transfer Dynamics in Emergent Evolutionary Curricula
Published in IEEE Transactions on Games 2022, 2022
This paper analyzes the necessity of agent transfer in generated curricula
Recommended citation: see below http://aadharna.github.io/files/Transfer_PINSKY.pdf
Watts: Infrastructure for Open-Ended Learning
Published in ALOE Workshop 2022 @ ICLR, 2022
This paper introduces a software framework to explore open-ended learning algorithms
Recommended citation: see below http://aadharna.github.io/files/watts.pdf
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.