Model-Based Episodic Memory Induces Dynamic Hybrid Controls

Model-Based Episodic Memory Induces Dynamic Hybrid Controls

3 November 2021

T. G. Karimpanal

Majid Abdolshah

Svetha Venkatesh

Papers citing "Model-Based Episodic Memory Induces Dynamic Hybrid Controls"

12 / 12 papers shown

Title
Reasoning Under 1 Billion: Memory-Augmented Reinforcement Learning for Large Language Models H. Le Dai Do D. Nguyen Svetha Venkatesh OffRL LRM 36 0 0 03 Apr 2025
Episodic memory in AI agents poses risks that should be studied and mitigated Chad DeChant 64 2 0 20 Jan 2025
Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning H. Le Kien Do D. Nguyen Sunil Gupta Svetha Venkatesh 35 0 0 14 Oct 2024
Large Language Models Prompting With Episodic Memory Dai Do Quan Tran Svetha Venkatesh Hung Le LLMAG 43 1 0 14 Aug 2024
Policy Optimization with Smooth Guidance Learned from State-Only Demonstrations Guojian Wang Faguo Wu Xiao Zhang Tianyuan Chen Zhiming Zheng 36 0 0 30 Dec 2023
Beyond Surprise: Improving Exploration Through Surprise Novelty Hung Le Kien Do D. Nguyen Svetha Venkatesh 16 2 0 09 Aug 2023
Neural Episodic Control with State Abstraction Zhuo Li Derui Zhu Yujing Hu Xiaofei Xie L. Ma Yan Zheng Yan Song Yingfeng Chen Jianjun Zhao OffRL 18 14 0 27 Jan 2023
Memory-Augmented Theory of Mind Network D. Nguyen Phuoc Nguyen Hung Le Kien Do Svetha Venkatesh T. Tran 25 6 0 17 Jan 2023
Continuous Episodic Control Zhao Yang Thomas M. Moerland Mike Preuss Aske Plaat OffRL 19 3 0 28 Nov 2022
Learning to Constrain Policy Optimization with Virtual Trust Region Hung Le Thommen Karimpanal George Majid Abdolshah D. Nguyen Kien Do Sunil R. Gupta Svetha Venkatesh 28 3 0 20 Apr 2022
Episodic Policy Gradient Training Hung Le Majid Abdolshah T. G. Karimpanal Kien Do D. Nguyen Svetha Venkatesh BDL OffRL 23 6 0 03 Dec 2021
Faster Deep Q-learning using Neural Episodic Control Daichi Nishio S. Yamane OffRL 23 10 0 06 Jan 2018