conftrace_
← Methods
Reinforcement Learning › Methods ›

Deep RL

3,861 papers

Papers per year

Papers

I4R: Promoting Deep Reinforcement Learning by the Indicator for Expressive Representations IJCAI 2020
Q-value Path Decomposition for Deep Multiagent Reinforcement Learning ICML 2020
Hamilton-Jacobi-Bellman Equations for Q-Learning in Continuous Time L4DC 2020
Task-Agnostic Online Reinforcement Learning with an Infinite Mixture of Gaussian Processes NIPS 2020
Bidirectional Model-based Policy Optimization ICML 2020
Efficient Model-Based Reinforcement Learning through Optimistic Policy Search and Planning NIPS 2020
Flow-based Intrinsic Curiosity Module IJCAI 2020
Robust Market Making via Adversarial Reinforcement Learning IJCAI 2020
Attention-Privileged Reinforcement Learning CORL 2020
A Game Theoretic Framework for Model Based Reinforcement Learning ICML 2020
Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents AAAI 2020
Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning AAAI 2020
Exploration Based Language Learning for Text-Based Games IJCAI 2020
What Makes A Good Story? Designing Composite Rewards for Visual Storytelling AAAI 2020
Cooperative Heterogeneous Deep Reinforcement Learning NIPS 2020
Reducing Sampling Error in Batch Temporal Difference Learning ICML 2020
Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model NIPS 2020
Provably Efficient Reward-Agnostic Navigation with Linear Value Iteration NIPS 2020
Generalized Mean Estimation in Monte-Carlo Tree Search IJCAI 2020
Parameterized Indexed Value Function for Efficient Exploration in Reinforcement Learning AAAI 2020
Fast Adaptation to New Environments via Policy-Dynamics Value Functions ICML 2020
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games EMNLP 2020
Don’t Read Too Much Into It: Adaptive Computation for Open-Domain Question Answering EMNLP 2020
Responsive Safety in Reinforcement Learning by PID Lagrangian Methods ICML 2020
Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption INTERSPEECH 2020