Model-Free Episodic Control

14 June 2016

Alexander Pritzel

Papers citing "Model-Free Episodic Control"

50 / 137 papers shown

Memory-Driven Self-Improvement for Decision Making with Large Language Models

177

30 Sep 2025

WebSight: A Vision-First Architecture for Robust Web Agents

Tanvir Bhathal

Asanshay Gupta

LRM

163

23 Aug 2025

Hybrid Reward-Driven Reinforcement Learning for Efficient Quantum Circuit Synthesis

Sara Giordano

Kornikar Sen

Miguel A. Martin-Delgado

125

22 Jul 2025

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks

Sebastian Barros

AI4TS

255

06 May 2025

Momentum Boosted Episodic Memory for Improving Learning in Long-Tailed RL Environments

257

08 Apr 2025

Dexterous Manipulation through Imitation Learning: A Survey

...

673

04 Apr 2025

Episodic Novelty Through Temporal DistanceInternational Conference on Learning Representations (ICLR), 2025

...

401

28 Jan 2025

On Storage Neural Network Augmented Approximate Nearest Neighbor Search

Taiga Ikeda

Daisuke Miyashita

J. Deguchi

231

23 Jan 2025

Evolution and The Knightian Blindspot of Machine Learning

395

22 Jan 2025

Episodic memory in AI agents poses risks that should be studied and mitigated

Chad DeChant

500

20 Jan 2025

Highway Graph to Accelerate Reinforcement Learning

352

08 Jan 2025

High-fidelity social learning via shared episodic memories enhances collaborative foraging through mnemonic convergence

Ismael T. Freire

P. Verschure

135

31 Dec 2024

From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2024

491

12 Dec 2024

Progressive Safeguards for Safe and Model-Agnostic Reinforcement Learning

321

31 Oct 2024

Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2024

328

14 Oct 2024

HG2P: Hippocampus-inspired High-reward Graph and Model-Free Q-Gradient Penalty for Path Planning and Motion ControlNeural Networks (NN), 2024

Haoran Wang

Yaoru Sun

Zeshen Tang

Haibo Shi

Chenyuan Jiao

357

12 Oct 2024

Retrieval-Augmented Decision Transformer: External Memory for In-context RL

584

09 Oct 2024

Large Language Models Prompting With Episodic MemoryEuropean Conference on Artificial Intelligence (ECAI), 2024

Quan Tran

262

14 Aug 2024

Human-inspired Episodic Memory for Infinite Context LLMs

493

12 Jul 2024

Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay

378

16 Apr 2024

Larimar: Large Language Models with Episodic Memory ControlInternational Conference on Machine Learning (ICML), 2024

...

Vijil Chenthamarakshan

443

18 Mar 2024

Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning

Hyungho Na

Yunkyeong Seo

IL-Chul Moon

335

02 Mar 2024

Natural Language Reinforcement Learning

379

11 Feb 2024

Learning Diverse Policies with Soft Self-Generated Guidance

208

07 Feb 2024

Episodic Reinforcement Learning with Expanded State-reward Space

195

19 Jan 2024

Policy Optimization with Smooth Guidance Learned from State-Only Demonstrations

490

30 Dec 2023

Efficient Sparse-Reward Goal-Conditioned Reinforcement Learning with a High Replay Ratio and Regularization

Takuya Hiraoka

OffRL

323

10 Dec 2023

Learning Successor Features with Distributed Hebbian Temporal Memory

E. Dzhivelikian

Petr Kuderov

Aleksandr I. Panov

414

20 Oct 2023

Accountability in Offline Reinforcement Learning: Explaining Decisions with a Corpus of ExamplesNeural Information Processing Systems (NeurIPS), 2023

441

11 Oct 2023

Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum LearningAAAI Conference on Artificial Intelligence (AAAI), 2023

Chao Yu

334

07 Oct 2023

ALLURE: Auditing and Improving LLM-based Evaluation of Text using Iterative In-Context-Learning

Hosein Hasanbeig

Hiteshi Sharma

Leo Betthauser

Felipe Vieira Frujeri

Ida Momennejad

380

24 Sep 2023

Cognitive Architectures for Language Agents

760

331

05 Sep 2023

Go Beyond Imagination: Maximizing Episodic Reachability with World ModelsInternational Conference on Machine Learning (ICML), 2023

Yao Fu

Run Peng

Honglak Lee

227

25 Aug 2023

Deep Reinforcement Learning with Task-Adaptive Retrieval via Hypernetwork

Junge Zhang

387

19 Jun 2023

DEIR: Efficient and Robust Exploration through Discriminative-Model-Based Episodic Intrinsic RewardsInternational Joint Conference on Artificial Intelligence (IJCAI), 2023

184

21 Apr 2023

Two-Memory Reinforcement Learning

296

20 Apr 2023

Meta-Learned Models of CognitionBehavioral and Brain Sciences (BBS), 2023

383

12 Apr 2023

Neural Episodic Control with State AbstractionInternational Conference on Learning Representations (ICLR), 2023

Yan Zheng

392

27 Jan 2023

Continuous Episodic Control

197

28 Nov 2022

279

25 Oct 2022

Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RLNeural Information Processing Systems (NeurIPS), 2022

Benjamin Alsbury-Nealy

Yoshua Bengio

Blake A. Richards

OffRL

422

12 Oct 2022

Generalization Properties of Retrieval-based Models

Soumya Basu

A. S. Rawat

Manzil Zaheer

221

06 Oct 2022

Offline Reinforcement Learning via High-Fidelity Generative Behavior ModelingInternational Conference on Learning Representations (ICLR), 2022

Huayu Chen

Cheng Lu

Chengyang Ying

Hang Su

Jun Zhu

DiffM OffRL

513

174

29 Sep 2022

Large-Scale Retrieval for Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2022

348

10 Jun 2022

Generating Explanations from Deep Reinforcement Learning Using Episodic Memory

Sam Blakeman

D. Mareschal

263

18 May 2022

Can deep learning match the efficiency of human visual long-term memory in storing object details?

Emin Orhan

VLM OCL

272

27 Apr 2022

BATS: Best Action Trajectory Stitching

203

26 Apr 2022

Learning to Constrain Policy Optimization with Virtual Trust RegionNeural Information Processing Systems (NeurIPS), 2022

Hung Le

Thommen Karimpanal George

299

20 Apr 2022

On the link between conscious function and general intelligence in humans and machines

409

24 Mar 2022

Fast and Data Efficient Reinforcement Learning from Pixels via Non-Parametric Value ApproximationAAAI Conference on Artificial Intelligence (AAAI), 2022

Alex Long

Alan Blair

H. V. Hoof

197

07 Mar 2022