AI Agent

Sequential Learning of Movement Prediction in Dynamic Environments using LSTM Autoencoder

Meenakshi Sarkar, Debasish Ghose

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.LG

Comments 4 pages

Bayesian Prediction of Future Street Scenes through Importance Sampling based Optimization

Apratim Bhattacharyya, Mario Fritz, Bernt Schiele

专题命中 记忆与上下文管理 ：autonomous agent(abstract)；分类 cs.LG

Comments The objective in (8) allows for trivial solutions e.g. the prior

Inspiration Learning through Preferences

Nir Baram, Shie Mannor

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.LG

Integrating Human-Provided Information Into Belief State Representation Using Dynamic Factorization

Rohan Chitnis, Leslie Pack Kaelbling, Tomás Lozano-Pérez

专题命中 记忆与上下文管理 ：planning(abstract)；分类 cs.AI

Comments IROS 2018 final version

Financial Trading as a Game: A Deep Reinforcement Learning Approach

Chien Yi Huang

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.LG

Memory Augmented Self-Play

Shagun Sodhani, Vardaan Pahuja

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.LG

Natural Language Inference over Interaction Space

Yichen Gong, Heng Luo, Jian Zhang

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.CL

Comments 15 pages, 2 figures, under review as ICLR proceeding, Published at Sixth International Conference on Learning Representations, ICLR 2018

Do deep reinforcement learning agents model intentions?

Tambet Matiisen, Aqeel Labash, Daniel Majoral, Jaan Aru, Raul Vicente

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI

Representation Learning in Partially Observable Environments using Sensorimotor Prediction

Thibaut Kulak, Michael Garcia Ortiz

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI

Event Extraction with Generative Adversarial Imitation Learning

Tongtao Zhang, Heng Ji

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.CL

Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems

Bing Liu, Gokhan Tur, Dilek Hakkani-Tur, Pararth Shah, Larry Heck

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.CL

Comments To appear in NAACL 2018 as a long paper

An Adaptive Learning Method of Personality Trait Based Mood in Mental State Transition Network by Recurrent Neural Network

Takumi Ichimura, Kosuke Tanabe, Toshiyuki Yamashita

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.LG

Comments 6 pages, 9 figures, Proc. of IEEE 7th International Workshop on Computational Intelligence and Applications (IWCIA2014)

Deep reinforcement learning for time series: playing idealized trading games

Xiang Gao

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.LG

Memory Augmented Control Networks

Arbaaz Khan, Clark Zhang, Nikolay Atanasov, Konstantinos Karydis, Vijay Kumar, Daniel D. Lee

专题命中 记忆与上下文管理 ：planning(abstract)；分类 cs.AI

BOOK: Storing Algorithm-Invariant Episodes for Deep Reinforcement Learning

Simyung Chang, YoungJoon Yoo, Jaeseok Choi, Nojun Kwak

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI

Comments 8 pages

Quantified Degrees of Group Responsibility (Extended Abstract)

Vahid Yazdanpanah, Mehdi Dastani

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI

Comments Presented in the 27th Belgian-Netherlands Conference on Artificial Intelligence (BNAIC 2015), Hasselt, Belgium

Deep In-GPU Experience Replay

Ben Parr

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI

Comments Source code (uses TensorFlow): https://github.com/bparr/gpu-experience-replay

Episodic memory for continual model learning

David G. Nagy, Gergő Orbán

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.LG

Comments CLDL at NIPS 2016

Active Exploration for Learning Symbolic Representations

Garrett Andersen, George Konidaris

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI

Online Monotone Games

Ian Gemp, Sridhar Mahadevan

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.LG

Exploration in Feature Space for Reinforcement Learning

Suraj Narayanan Sasikumar

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI

Comments Masters thesis. Australian National University, May 2017. 65 pp

Learning to Drive using Inverse Reinforcement Learning and Deep Q-Networks

Sahand Sharifzadeh, Ioannis Chiotellis, Rudolph Triebel, Daniel Cremers

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI

Comments NIPS workshop on Deep Learning for Action and Interaction, 2016

Bellman Gradient Iteration for Inverse Reinforcement Learning

Kun Li, Yanan Sui, Joel W. Burdick

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.LG

Count-Based Exploration in Feature Space for Reinforcement Learning

Jarryd Martin, Suraj Narayanan Sasikumar, Tom Everitt, Marcus Hutter

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI

Comments Conference: Twenty-sixth International Joint Conference on Artificial Intelligence (IJCAI-17), 8 pages, 1 figure

Count-Based Exploration with Neural Density Models

Georg Ostrovski, Marc G. Bellemare, Aaron van den Oord, Remi Munos

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI

Interaction-Based Distributed Learning in Cyber-Physical and Social Networks

Francesco Sasso, Angelo Coluccia, Giuseppe Notarstefano

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.LG

A Long Short-Term Memory Recurrent Neural Network Framework for Network Traffic Matrix Prediction

Abdelhadi Azzouni, Guy Pujolle

专题命中 记忆与上下文管理 ：planning(abstract)；分类 cs.LG

Comments Submitted for peer review. arXiv admin note: text overlap with arXiv:1402.1128 by other authors

Semi-Supervised Model Training for Unbounded Conversational Speech Recognition

Shane Walker, Morten Pedersen, Iroro Orife, Jason Flaks

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.CL

Clinical Intervention Prediction and Understanding using Deep Networks

Harini Suresh, Nathan Hunt, Alistair Johnson, Leo Anthony Celi, Peter Szolovits, Marzyeh Ghassemi

专题命中 记忆与上下文管理 ：planning(abstract)；分类 cs.LG

Functions that Emerge through End-to-End Reinforcement Learning - The Direction for Artificial General Intelligence -

Katsunari Shibata

专题命中 记忆与上下文管理 ：planning(abstract)；分类 cs.AI

Comments The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM) 2017, 5 pages, 4 figures