Alert button
Picture for Xinyun Zou

Xinyun Zou

Alert button

Policy Distillation with Selective Input Gradient Regularization for Efficient Interpretability

May 18, 2022
Jinwei Xing, Takashi Nagata, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar

Figure 1 for Policy Distillation with Selective Input Gradient Regularization for Efficient Interpretability
Figure 2 for Policy Distillation with Selective Input Gradient Regularization for Efficient Interpretability
Figure 3 for Policy Distillation with Selective Input Gradient Regularization for Efficient Interpretability
Figure 4 for Policy Distillation with Selective Input Gradient Regularization for Efficient Interpretability
Viaarxiv icon

Neuroevolution of a Recurrent Neural Network for Spatial and Working Memory in a Simulated Robotic Environment

Feb 25, 2021
Xinyun Zou, Eric O. Scott, Alexander B. Johnson, Kexin Chen, Douglas A. Nitz, Kenneth A. De Jong, Jeffrey L. Krichmar

Figure 1 for Neuroevolution of a Recurrent Neural Network for Spatial and Working Memory in a Simulated Robotic Environment
Figure 2 for Neuroevolution of a Recurrent Neural Network for Spatial and Working Memory in a Simulated Robotic Environment
Figure 3 for Neuroevolution of a Recurrent Neural Network for Spatial and Working Memory in a Simulated Robotic Environment
Figure 4 for Neuroevolution of a Recurrent Neural Network for Spatial and Working Memory in a Simulated Robotic Environment
Viaarxiv icon

Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation

Feb 10, 2021
Jinwei Xing, Takashi Nagata, Kexin Chen, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar

Figure 1 for Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation
Figure 2 for Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation
Figure 3 for Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation
Figure 4 for Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation
Viaarxiv icon

Neuromodulated Patience for Robot and Self-Driving Vehicle Navigation

Sep 14, 2019
Jinwei Xing, Xinyun Zou, Jeffrey L. Krichmar

Figure 1 for Neuromodulated Patience for Robot and Self-Driving Vehicle Navigation
Figure 2 for Neuromodulated Patience for Robot and Self-Driving Vehicle Navigation
Figure 3 for Neuromodulated Patience for Robot and Self-Driving Vehicle Navigation
Figure 4 for Neuromodulated Patience for Robot and Self-Driving Vehicle Navigation
Viaarxiv icon

Attention-Based Structural-Plasticity

Mar 02, 2019
Soheil Kolouri, Nicholas Ketz, Xinyun Zou, Jeffrey Krichmar, Praveen Pilly

Figure 1 for Attention-Based Structural-Plasticity
Figure 2 for Attention-Based Structural-Plasticity
Figure 3 for Attention-Based Structural-Plasticity
Figure 4 for Attention-Based Structural-Plasticity
Viaarxiv icon

Neuromodulated Goal-Driven Perception in Uncertain Domains

Feb 16, 2019
Xinyun Zou, Soheil Kolouri, Praveen K. Pilly, Jeffrey L. Krichmar

Figure 1 for Neuromodulated Goal-Driven Perception in Uncertain Domains
Figure 2 for Neuromodulated Goal-Driven Perception in Uncertain Domains
Figure 3 for Neuromodulated Goal-Driven Perception in Uncertain Domains
Figure 4 for Neuromodulated Goal-Driven Perception in Uncertain Domains
Viaarxiv icon