Bagaria, Akhil

9 publications

AAAI 2025 Discovering Options That Minimize Average Planning Time Alexander Ivanov, Akhil Bagaria, George Konidaris

NeurIPS 2023 Effectively Learning Initiation Sets in Hierarchical Reinforcement Learning Akhil Bagaria, Ben Abbatematteo, Omer Gottesman, Matt Corsaro, Sreehari Rammohan, George Konidaris

ICML 2023 Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning Sam Lobel, Akhil Bagaria, George Konidaris

IJCAI 2023 Scaling Goal-Based Exploration via Pruning Proto-Goals Akhil Bagaria, Tom Schaul

AAAI 2022 Optimistic Initialization for Exploration in Continuous Control Sam Lobel, Omer Gottesman, Cameron Allen, Akhil Bagaria, George Konidaris

IJCAI 2021 Robustly Learning Composable Options in Deep Reinforcement Learning Akhil Bagaria, Jason K. Senthil, Matthew Slivinski, George Konidaris

ICML 2021 Skill Discovery for Exploration and Planning Using Deep Skill Graphs Akhil Bagaria, Jason K Senthil, George Konidaris

ICLR 2020 Option Discovery Using Deep Skill Chaining Akhil Bagaria, George Konidaris

ICMLW 2020 Skill Discovery for Exploration and Planning Using Deep Skill Graphs Akhil Bagaria, Jason Crowley, Jing Wei Nicholas Lim, George Konidaris