| Jointly Pre-training with Supervised, Autoencoder, and Value Losses for Deep Reinforcement Learning | Apr 3, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Improved robustness of reinforcement learning policies upon conversion to spiking neuronal network platforms applied to ATARI games | Mar 26, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| DQN with model-based exploration: efficient learning on environments with sparse rewards | Mar 22, 2019 | Atari GamesOpenAI Gym | —Unverified | 0 |
| Towards automatic construction of multi-network models for heterogeneous multi-task learning | Mar 21, 2019 | Atari GamesMulti-Task Learning | —Unverified | 0 |
| Deep Reinforcement Learning with Decorrelation | Mar 18, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning with Dynamic Boltzmann Softmax Updates | Mar 14, 2019 | Atari GamesQ-Learning | CodeCode Available | 0 |
| Hybrid Reinforcement Learning with Expert State Sequences | Mar 11, 2019 | Atari GamesImitation Learning | CodeCode Available | 0 |
| Learning Self-Game-Play Agents for Combinatorial Optimization Problems | Mar 8, 2019 | Atari GamesBoard Games | —Unverified | 0 |
| MinAtar: An Atari-Inspired Testbed for Thorough and Reproducible Reinforcement Learning Experiments | Mar 7, 2019 | Atari Gamesreinforcement-learning | CodeCode Available | 0 |
| Continual Learning Using World Models for Pseudo-Rehearsal | Mar 6, 2019 | Atari GamesContinual Learning | —Unverified | 0 |
| Using Natural Language for Reward Shaping in Reinforcement Learning | Mar 5, 2019 | Atari GamesMontezuma's Revenge | CodeCode Available | 0 |
| Model-Based Reinforcement Learning for Atari | Mar 1, 2019 | Atari GamesAtari Games 100k | CodeCode Available | 0 |
| A new Potential-Based Reward Shaping for Reinforcement Learning Agent | Feb 17, 2019 | Atari Gamesreinforcement-learning | —Unverified | 0 |
| Metaoptimization on a Distributed System for Deep Reinforcement Learning | Feb 7, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Obstacle Tower: A Generalization Challenge in Vision, Control, and Planning | Feb 4, 2019 | Atari GamesBoard Games | CodeCode Available | 0 |
| Visual Rationalizations in Deep Reinforcement Learning for Atari Games | Feb 1, 2019 | Atari GamesDecision Making | —Unverified | 0 |
| Modularization of End-to-End Learning: Case Study in Arcade Games | Jan 27, 2019 | Atari GamesReinforcement Learning | —Unverified | 0 |
| Combinational Q-Learning for Dou Di Zhu | Jan 24, 2019 | Atari GamesCard Games | CodeCode Available | 0 |
| Escape Room: A Configurable Testbed for Hierarchical Reinforcement Learning | Dec 22, 2018 | Atari GamesHierarchical Reinforcement Learning | —Unverified | 0 |
| Information-Directed Exploration for Deep Reinforcement Learning | Dec 18, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents | Dec 17, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| KF-LAX: Kronecker-factored curvature estimation for control variate optimization in reinforcement learning | Dec 11, 2018 | Atari Gamesreinforcement-learning | —Unverified | 0 |
| Pseudo-Rehearsal: Achieving Deep Reinforcement Learning without Catastrophic Forgetting | Dec 6, 2018 | Atari GamesContinual Learning | CodeCode Available | 0 |
| ToyBox: Better Atari Environments for Testing Reinforcement Learning Agents | Dec 6, 2018 | Atari Gamesreinforcement-learning | CodeCode Available | 0 |
| Adapting Auxiliary Losses Using Gradient Similarity | Dec 5, 2018 | Atari Gamesreinforcement-learning | —Unverified | 0 |
| Revisiting the Softmax Bellman Operator: New Benefits and New Perspective | Dec 2, 2018 | Atari GamesQ-Learning | CodeCode Available | 0 |
| Temporal Regularization for Markov Decision Process | Dec 1, 2018 | Atari Gamesreinforcement-learning | CodeCode Available | 0 |
| Learning Finite State Representations of Recurrent Policy Networks | Nov 29, 2018 | Atari GamesImitation Learning | —Unverified | 0 |
| Analysing Results from AI Benchmarks: Key Indicators and How to Obtain Them | Nov 20, 2018 | AI AgentAtari Games | —Unverified | 0 |
| Scalable agent alignment via reward modeling: a research direction | Nov 19, 2018 | Atari Gamesreinforcement-learning | CodeCode Available | 0 |
| Policy Optimization with Model-based Explorations | Nov 18, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Reward learning from human preferences and demonstrations in Atari | Nov 15, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| An initial attempt of combining visual selective attention with deep reinforcement learning | Nov 11, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Towards continual learning in medical imaging | Nov 6, 2018 | Atari GamesContinual Learning | —Unverified | 0 |
| Deep Reinforcement Learning via L-BFGS Optimization | Nov 6, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Contingency-Aware Exploration in Reinforcement Learning | Nov 5, 2018 | Atari GamesMontezuma's Revenge | —Unverified | 0 |
| Learning Shared Dynamics with Meta-World Models | Nov 5, 2018 | Atari GamesMulti-Task Learning | —Unverified | 0 |
| Temporal Regularization in Markov Decision Process | Nov 1, 2018 | Atari Gamesreinforcement-learning | CodeCode Available | 0 |
| Reconciling λ-Returns with Experience Replay | Oct 23, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Fast deep reinforcement learning using online adjustments from the past | Oct 18, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Reinforcement Learning with Perturbed Rewards | Oct 2, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Quality-Value (DQV) Learning | Sep 30, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Generalization and Regularization in DQN | Sep 29, 2018 | Atari GamesBenchmarking | CodeCode Available | 0 |
| Constraining Action Sequences with Formal Languages for Deep Reinforcement Learning | Sep 27, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Mimicking actions is a good strategy for beginners: Fast Reinforcement Learning with Expert Action Sequences | Sep 27, 2018 | Atari GamesImitation Learning | —Unverified | 0 |
| A Convergent Variant of the Boltzmann Softmax Operator in Reinforcement Learning | Sep 27, 2018 | Atari GamesQ-Learning | —Unverified | 0 |
| Accelerated Value Iteration via Anderson Mixing | Sep 27, 2018 | Atari GamesQ-Learning | —Unverified | 0 |
| Sample Efficient Deep Neuroevolution in Low Dimensional Latent Space | Sep 27, 2018 | Atari Games | —Unverified | 0 |
| Expressiveness in Deep Reinforcement Learning | Sep 27, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Exploration by Uncertainty in Reward Space | Sep 27, 2018 | Atari GamesEfficient Exploration | —Unverified | 0 |
