deep reinforcement learning
papers
- A Deep Reinforcement Learning Chatbot.
arxiv
- A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem.
arxiv code
- A Deep Reinforced Model for Abstractive Summarization.
arxiv
- A Distributional Perspective on Reinforcement Learning.
arxiv
- A Laplacian Framework for Option Discovery in Reinforcement Learning.
arxiv :star:
- Boosting the Actor with Dual Critic.
arxiv
- Bridging the Gap Between Value and Policy Based Reinforcement Learning.
arxiv
- Car Racing using Reinforcement Learning.
pdf
- Cold-Start Reinforcement Learning with Softmax Policy Gradients.
arxiv
- Curiosity-driven Exploration by Self-supervised Prediction.
arxiv tensorflow
- Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning.
arxiv code
- DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning.
arxiv code
- Deep Reinforcement Learning: An Overview.
arxiv
- Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward.
arxiv code
- Deep reinforcement learning from human preferences.
arxiv
- Deep Reinforcement Learning that Matters.
arxiv code
- Device Placement Optimization with Reinforcement Learning.
arxiv
- Distributional Reinforcement Learning with Quantile Regression.
arxiv
- End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning.
arxiv
- Evolution Strategies as a Scalable Alternative to Reinforcement Learning.
arxiv
- Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning.
arxiv
- Learning Complex Dexterous Manipulation with Deep Reinforcement Learning and Demonstrations.
arxiv
- Learning how to Active Learn: A Deep Reinforcement Learning Approach.
arxiv tensorflow
- Learning Multimodal Transition Dynamics for Model-Based Reinforcement Learning.
arxiv tensorflow
- MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence.
arxiv code :star:
- Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm.
arxiv
- Micro-Objective Learning : Accelerating Deep Reinforcement Learning through the Discovery of Continuous Subgoals.
arxiv
- Neural Architecture Search with Reinforcement Learning.
arxiv tensorflow
- Neural Map: Structured Memory for Deep Reinforcement Learning.
arxiv
- Observational Learning by Reinforcement Learning.
arxiv
- Overcoming Exploration in Reinforcement Learning with Demonstrations.
arxiv
- Practical Network Blocks Design with Q-Learning.
arxiv
- Rainbow: Combining Improvements in Deep Reinforcement Learning.
arxiv
- Reinforcement Learning for Architecture Search by Network Transformation.
arxiv code
- Reinforcement Learning via Recurrent Convolutional Neural Networks.
arxiv code
- Reinforcement Learning with a Corrupted Reward Channel.
arxiv :star:
- Reinforcement Learning with Deep Energy-Based Policies.
arxiv code
- Reinforcement Learning with External Knowledge and Two-Stage Q-functions for Predicting Popular Reddit Threads.
arxiv
- Robust Deep Reinforcement Learning with Adversarial Attacks.
arxiv
- Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning.
arxiv
- Shallow Updates for Deep Reinforcement Learning.
arxiv code
- Stochastic Neural Networks for Hierarchical Reinforcement Learning.
pdf code
- Tackling Error Propagation through Reinforcement Learning: A Case of Greedy Dependency Parsing.
arxiv code
- Task-Oriented Query Reformulation with Reinforcement Learning.
arxiv code
- Teaching a Machine to Read Maps with Deep Reinforcement Learning.
arxiv code
- TreeQN and ATreeC: Differentiable Tree-Structured Models for Deep Reinforcement Learning.
arxiv code
- Value Prediction Network.
arxiv
- Variational Deep Q Network.
arxiv
- Virtual-to-real Deep Reinforcement Learning: Continuous Control of Mobile Robots for Mapless Navigation.
arxiv
- Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning.
arxiv