Towards Human-Like RL: Taming Non-Naturalistic Behavior in Deep RL via Adaptive Behavioral Costs in 3D Games

27 September 2023

Papers citing "Towards Human-Like RL: Taming Non-Naturalistic Behavior in Deep RL via Adaptive Behavioral Costs in 3D Games"

26 / 26 papers shown

Title
Navigates Like Me: Understanding How People Evaluate Human-Like AI in Video Games Stephanie Milani Arthur Juliani Ida Momennejad Raluca Georgescu Jaroslaw Rzepecki Alison Shaw Gavin Costello Fei Fang Sam Devlin Katja Hofmann 56 10 0 02 Mar 2023
Extreme Q-Learning: MaxEnt RL without Entropy Divyansh Garg Joey Hejna Matthieu Geist Stefano Ermon OffRL 65 78 0 05 Jan 2023
A Rubric for Human-like Agents and NeuroAI Ida Momennejad 96 14 0 08 Dec 2022
Automated Play-Testing Through RL Based Human-Like Play-Styles Generation Pierre Le Pelletier de Woillemont Rémi Labory Vincent Corruble TTA 44 8 0 29 Nov 2022
Modeling Strong and Human-Like Gameplay with KL-Regularized Search Athul Paul Jacob David J. Wu Gabriele Farina Adam Lerer Hengyuan Hu A. Bakhtin Jacob Andreas Noam Brown 52 53 0 14 Dec 2021
Navigation Turing Test (NTT): Learning to Evaluate Human-Like Navigation Sam Devlin Raluca Georgescu Ida Momennejad Jaroslaw Rzepecki Evelyn Zuniga Gavin Costello Guy Leroy A. Shaw Katja Hofmann 48 21 0 20 May 2021
Projection-Based Constrained Policy Optimization Tsung-Yen Yang Justinian P. Rosca Karthik Narasimhan Peter J. Ramadge 38 241 0 07 Oct 2020
Conservative Q-Learning for Offline Reinforcement Learning Aviral Kumar Aurick Zhou George Tucker Sergey Levine OffRL OnRL 140 1,815 0 08 Jun 2020
Deep Reinforcement Learning for Human-Like Driving Policies in Collision Avoidance Tasks of Self-Driving Cars Ran Emuna A. Borowsky Armin Biess 77 24 0 07 Jun 2020
Reinforcement learning with human advice: a survey Anis Najar Mohamed Chetouani 111 57 0 22 May 2020
Agent57: Outperforming the Atari Human Benchmark Adria Puigdomenech Badia Bilal Piot Steven Kapturowski Pablo Sprechmann Alex Vitvitskyi Daniel Guo Charles Blundell OffRL 77 519 0 30 Mar 2020
Dota 2 with Large Scale Deep Reinforcement Learning OpenAI OpenAI : Christopher Berner Greg Brockman Brooke Chan ... Szymon Sidor Ilya Sutskever Jie Tang Filip Wolski Susan Zhang GNN VLM CLL AI4CE LRM 169 1,824 0 13 Dec 2019
IPO: Interior-point Policy Optimization under Constraints Yongshuai Liu J. Ding Xin Liu 85 181 0 21 Oct 2019
Human-Like Autonomous Car-Following Model with Deep Reinforcement Learning Meixin Zhu X. Wang Yinhai Wang 63 406 0 03 Jan 2019
Unity: A General Platform for Intelligent Agents Arthur Juliani Vincent-Pierre Berges Esh Vckay Andrew Cohen Jonathan Harper ... Chris Goy Yuan Gao Hunter Henry Marwan Mattar Danny Lange 83 820 0 07 Sep 2018
Human-level performance in first-person multiplayer games with population-based deep reinforcement learning Max Jaderberg Wojciech M. Czarnecki Iain Dunning Luke Marris Guy Lever ... Joel Z Leibo David Silver Demis Hassabis Koray Kavukcuoglu T. Graepel OffRL 107 725 0 03 Jul 2018
Reward Constrained Policy Optimization Chen Tessler D. Mankowitz Shie Mannor 83 540 0 28 May 2018
Leveraging human knowledge in tabular reinforcement learning: A study of human subjects Ariel Rosenfeld Moshe Cohen Matthew E. Taylor Sarit Kraus OffRL 36 32 0 15 May 2018
Distributed Prioritized Experience Replay Dan Horgan John Quan David Budden Gabriel Barth-Maron Matteo Hessel H. V. Hasselt David Silver 147 741 0 02 Mar 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 499 19,065 0 20 Jul 2017
Constrained Policy Optimization Joshua Achiam David Held Aviv Tamar Pieter Abbeel 113 1,325 0 30 May 2017
Generative Adversarial Imitation Learning Jonathan Ho Stefano Ermon GAN 149 3,115 0 10 Jun 2016
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 199 8,859 0 04 Feb 2016
Risk-Constrained Reinforcement Learning with Percentile Risk Criteria Yinlam Chow Mohammad Ghavamzadeh Lucas Janson Marco Pavone 73 512 0 05 Dec 2015
Dueling Network Architectures for Deep Reinforcement Learning Ziyun Wang Tom Schaul Matteo Hessel H. V. Hasselt Marc Lanctot Nando de Freitas OffRL 91 3,755 0 20 Nov 2015
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 170 7,641 0 22 Sep 2015