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Reinforcement Learning

1263 directly classified papers

Papers per year

Papers

DeepWeave: Accelerating Job Completion Time with Deep Reinforcement Learning-based Coflow Scheduling IJCAI 2020
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games EMNLP 2020
Keep CALM and Explore: Language Models for Action Generation in Text-based Games EMNLP 2020
Named Entity Recognition Only from Word Embeddings EMNLP 2020
Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation EMNLP 2020
Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases EMNLP 2020
Actor-Double-Critic: Incorporating Model-Based Critic for Task-Oriented Dialogue Systems EMNLP 2020
Guided Dialogue Policy Learning without Adversarial Learning in the Loop EMNLP 2020
The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation EMNLP 2020
ArraMon: A Joint Navigation-Assembly Instruction Interpretation Task in Dynamic Environments EMNLP 2020
Nested-Wasserstein Self-Imitation Learning for Sequence Generation AISTATS 2020
Independent Skill Transfer for Deep Reinforcement Learning IJCAI 2020
Reward Prediction Error as an Exploration Objective in Deep RL IJCAI 2020
Flow-based Intrinsic Curiosity Module IJCAI 2020
Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning IJCAI 2020
Model-Free Real-Time Autonomous Energy Management for a Residential Multi-Carrier Energy System: A Deep Reinforcement Learning Approach IJCAI 2020
A Deep Reinforcement Learning Approach to Concurrent Bilateral Negotiation IJCAI 2020
Decentralized MCTS via Learned Teammate Models IJCAI 2020
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems ICML 2020
Deep Reinforcement Learning with Robust and Smooth Policy ICML 2020
Context-aware Dynamics Model for Generalization in Model-Based Reinforcement Learning ICML 2020
CURL: Contrastive Unsupervised Representations for Reinforcement Learning ICML 2020
Bidirectional Model-based Policy Optimization ICML 2020
A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits ICML 2020
Improving the Gating Mechanism of Recurrent Neural Networks ICML 2020