Akash Velu

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Fuel Consumption

Multitask Learning

Gaussian Processes

Weighted Majority

Top Venues

Frontiers Neurorobotics

Publications

Akash Velu, Skanda Vaidyanath, Dilip Arumugam
Hindsight-DICE: Stable Credit Assignment for Deep Reinforcement Learning. CoRR (2023)
Samar Khanna, Skanda Vaidyanath, Akash Velu
Differentiable Weight Masks for Domain Transfer. CoRR (2023)
Abhiram Iyer, Karan Grewal, Akash Velu, Lucas Oliveira Souza, Jeremy Forest, Subutai Ahmad
Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments. CoRR (2022)
Chao Yu, Akash Velu, Eugene Vinitsky, Jiaxuan Gao, Yu Wang, Alexandre M. Bayen, Yi Wu
The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games. NeurIPS (2022)
Abhiram Iyer, Karan Grewal, Akash Velu, Lucas Oliveira Souza, Jeremy Forest, Subutai Ahmad
Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments. Frontiers Neurorobotics 16 (2022)
Chao Yu, Akash Velu, Eugene Vinitsky, Yu Wang, Alexandre M. Bayen, Yi Wu
The Surprising Effectiveness of MAPPO in Cooperative, Multi-Agent Games. CoRR (2021)
Nathan Lichtlé, Eugene Vinitsky, George Gunter, Akash Velu, Alexandre M. Bayen
Fuel Consumption Reduction of Multi-Lane Road Networks using Decentralized Mixed-Autonomy Control. ITSC (2021)
Laura A. Hallock, Akash Velu, Amanda Schwartz, Ruzena Bajcsy
Muscle deformation correlates with output force during isometric contraction. BioRob (2020)