1 citations · 1 across the 1 of their papers we have counts for
6 papers
Hindsight Experience Replay with Kronecker Product Approximate Curvature
Dhuruva Priyan G M, Abhik Singla, Shalabh Bhatnagar
Hindsight Experience Replay (HER) is one of the efficient algorithm to solve Reinforcement Learning tasks related to sparse rewarded environments.But due to its reduced sample effi…
Learning Active Spine Behaviors for Dynamic and Efficient Locomotion in Quadruped Robots
Shounak Bhattacharya, Abhik Singla, Abhimanyu +5
In this work, we provide a simulation framework to perform systematic studies on the effects of spinal joint compliance and actuation on bounding performance of a 16-DOF quadruped…
Design, Development and Experimental Realization of a Quadrupedal Research Platform: Stoch
Dhaivat Dholakiya, Shounak Bhattacharya, Ajay Gunalan +5
In this paper, we present a complete description of the hardware design and control architecture of our custom built quadruped robot, called the `Stoch'. Our goal is to realize a r…
Memory-based Deep Reinforcement Learning for Obstacle Avoidance in UAV with Limited Environment Knowledge
Abhik Singla, Sindhu Padakandla, Shalabh Bhatnagar
This paper presents our method for enabling a UAV quadrotor, equipped with a monocular camera, to autonomously avoid collisions with obstacles in unstructured and unknown indoor en…
Visual Rendering of Shapes on 2D Display Devices Guided by Hand Gestures
Abhik Singla, Partha Pratim Roy, Debi Prosad Dogra
Designing of touchless user interface is gaining popularity in various contexts. Using such interfaces, users can interact with electronic devices even when the hands are dirty or…
Realizing Learned Quadruped Locomotion Behaviors through Kinematic Motion Primitives
Abhik Singla, Shounak Bhattacharya, Dhaivat Dholakiya +4
Humans and animals are believed to use a very minimal set of trajectories to perform a wide variety of tasks including walking. Our main objective in this paper is two fold 1) Obta…