| Implicit Quantile Networks for Distributional Reinforcement Learning | Jun 14, 2018 | Atari GamesDistributional Reinforcement Learning | CodeCode Available | 0 |
| Evolving simple programs for playing Atari games | Jun 14, 2018 | Atari Games | CodeCode Available | 0 |
| Self-Imitation Learning | Jun 14, 2018 | Atari GamesImitation Learning | CodeCode Available | 0 |
| Continuous-time Value Function Approximation in Reproducing Kernel Hilbert Spaces | Jun 8, 2018 | Atari GamesGaussian Processes | —Unverified | 0 |
| Deep Reinforcement Learning for General Video Game AI | Jun 6, 2018 | Atari GamesBenchmarking | CodeCode Available | 0 |
| Spectral Inference Networks: Unifying Deep and Spectral Learning | Jun 6, 2018 | Atari GamesBilevel Optimization | CodeCode Available | 1 |
| The Effect of Planning Shape on Dyna-style Planning in High-dimensional State Spaces | Jun 5, 2018 | Atari GamesModel-based Reinforcement Learning | —Unverified | 0 |
| Playing Atari with Six Neurons | Jun 4, 2018 | Atari GamesDecision Making | CodeCode Available | 0 |
| Efficient Entropy for Policy Gradient with Multidimensional Action Space | Jun 2, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Between Progress and Potential Impact of AI: the Neglected Dimensions | Jun 2, 2018 | Atari GamesBoard Games | —Unverified | 0 |
| AGIL: Learning Attention from Human for Visuomotor Tasks | Jun 1, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Observe and Look Further: Achieving Consistent Performance on Atari | May 29, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Monte Carlo Tree Search for Asymmetric Trees | May 23, 2018 | Atari GamesOpenAI Gym | CodeCode Available | 1 |
| Unsupervised Video Object Segmentation for Deep Reinforcement Learning | May 20, 2018 | Atari GamesDecision Making | CodeCode Available | 0 |
| Episodic Memory Deep Q-Networks | May 19, 2018 | Atari GamesReinforcement Learning | —Unverified | 0 |
| Learning Time-Sensitive Strategies in Space Fortress | May 17, 2018 | Atari GamesReinforcement Learning | CodeCode Available | 0 |
| Progress & Compress: A scalable framework for continual learning | May 16, 2018 | Active LearningAtari Games | CodeCode Available | 0 |
| Fast Retinomorphic Event Stream for Video Recognition and Reinforcement Learning | May 16, 2018 | Action RecognitionAtari Games | —Unverified | 0 |
| Metatrace Actor-Critic: Online Step-size Tuning by Meta-gradient Descent for Reinforcement Learning Control | May 10, 2018 | Atari GamesMeta-Learning | —Unverified | 0 |
| State Distribution-aware Sampling for Deep Q-learning | Apr 23, 2018 | Atari GamesOpenAI Gym | —Unverified | 0 |
| On Learning Intrinsic Rewards for Policy Gradient Methods | Apr 17, 2018 | Atari GamesDecision Making | CodeCode Available | 0 |
| On Improving Deep Reinforcement Learning for POMDPs | Apr 17, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| A Human Mixed Strategy Approach to Deep Reinforcement Learning | Apr 5, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Fractal AI: A fragile theory of intelligence | Mar 13, 2018 | Atari GamesReinforcement Learning | CodeCode Available | 0 |
| Accelerated Methods for Deep Reinforcement Learning | Mar 7, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 2 |
| Distributed Prioritized Experience Replay | Mar 2, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 3 |
| Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari | Feb 24, 2018 | Atari GamesBenchmarking | CodeCode Available | 0 |
| Efficient Exploration through Bayesian Deep Q-Networks | Feb 13, 2018 | Atari GamesEfficient Exploration | CodeCode Available | 0 |
| Learning and Querying Fast Generative Models for Reinforcement Learning | Feb 8, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures | Feb 5, 2018 | Atari Gamesreinforcement-learning | CodeCode Available | 1 |
| Distributed Deep Reinforcement Learning: Learn how to play Atari games in 21 minutes | Jan 9, 2018 | Atari GamesCPU | CodeCode Available | 0 |
| Sample-Efficient Reinforcement Learning through Transfer and Architectural Priors | Jan 7, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Latent forward model for Real-time Strategy game planning with incomplete information | Jan 1, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Policy Gradient For Multidimensional Action Spaces: Action Sampling and Entropy Bonus | Jan 1, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Learning objects from pixels | Jan 1, 2018 | Atari GamesObject | —Unverified | 0 |
| Learning Dynamic State Abstractions for Model-Based Reinforcement Learning | Jan 1, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Avoiding Catastrophic States with Intrinsic Fear | Jan 1, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Learning to play slot cars and Atari 2600 games in just minutes | Jan 1, 2018 | Atari GamesBIG-bench Machine Learning | —Unverified | 0 |
| Deep Reinforcement Learning Boosted by External Knowledge | Dec 12, 2017 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Assumed Density Filtering Q-learning | Dec 9, 2017 | Atari GamesBayesian Inference | CodeCode Available | 0 |
| A Deeper Look at Experience Replay | Dec 4, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Natural Value Approximators: Learning when to Trust Past Estimates | Dec 1, 2017 | Atari GamesInductive Bias | —Unverified | 0 |
| Crossmodal Attentive Skill Learner | Nov 28, 2017 | Atari GamesCPU | CodeCode Available | 0 |
| Implementing the Deep Q-Network | Nov 20, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| TreeQN and ATreeC: Differentiable Tree-Structured Models for Deep Reinforcement Learning | Oct 31, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Eigenoption Discovery through the Deep Successor Representation | Oct 30, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Distributional Reinforcement Learning with Quantile Regression | Oct 27, 2017 | Atari GamesDistributional Reinforcement Learning | CodeCode Available | 0 |
| Generalization Tower Network: A Novel Deep Neural Network Architecture for Multi-Task Learning | Oct 27, 2017 | Atari GamesMulti-Task Learning | CodeCode Available | 0 |
| Rainbow: Combining Improvements in Deep Reinforcement Learning | Oct 6, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 3 |
| Deep Reinforcement Learning that Matters | Sep 19, 2017 | Atari GamesContinuous Control | CodeCode Available | 0 |
