| Simultaneously Updating All Persistence Values in Reinforcement Learning | Nov 21, 2022 | AllAtari Games | —Unverified | 0 |
| Curiosity in Hindsight: Intrinsic Exploration in Stochastic Environments | Nov 18, 2022 | Atari GamesMontezuma's Revenge | —Unverified | 0 |
| Boosting Object Representation Learning via Motion and Object Continuity | Nov 16, 2022 | Atari GamesObject | CodeCode Available | 0 |
| Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization | Nov 11, 2022 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Offline RL With Realistic Datasets: Heteroskedasticity and Support Constraints | Nov 2, 2022 | Atari GamesOffline RL | —Unverified | 0 |
| Spending Thinking Time Wisely: Accelerating MCTS with Virtual Expansions | Oct 23, 2022 | Atari GamesBoard Games | CodeCode Available | 0 |
| Bayesian Q-learning With Imperfect Expert Demonstrations | Oct 1, 2022 | Atari GamesQ-Learning | —Unverified | 0 |
| Pretraining the Vision Transformer using self-supervised methods for vision based Deep Reinforcement Learning | Sep 22, 2022 | Atari GamesAtari Games 100k | CodeCode Available | 0 |
| Deep Q-Network for AI Soccer | Sep 20, 2022 | Atari Gamesreinforcement-learning | —Unverified | 0 |
| Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning | Sep 19, 2022 | Atari GamesBenchmarking | —Unverified | 0 |
| Importance Prioritized Policy Distillation | Aug 25, 2022 | Atari GamesDecision Making | CodeCode Available | 0 |
| Deep Reinforcement Learning with Swin Transformers | Jun 30, 2022 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Emergence of Novelty in Evolutionary Algorithms | Jun 27, 2022 | Atari GamesEvolutionary Algorithms | —Unverified | 0 |
| IGN : Implicit Generative Networks | Jun 13, 2022 | Atari GamesDistributional Reinforcement Learning | CodeCode Available | 0 |
| Generalized Data Distribution Iteration | Jun 7, 2022 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Graph Backup: Data Efficient Backup Exploiting Markovian Transitions | May 31, 2022 | Atari Gamescounterfactual | CodeCode Available | 0 |
| Multi-Game Decision Transformers | May 30, 2022 | Atari GamesOffline RL | CodeCode Available | 0 |
| Nuclear Norm Maximization Based Curiosity-Driven Learning | May 21, 2022 | Atari Games | —Unverified | 0 |
| Deep Apprenticeship Learning for Playing Games | May 16, 2022 | Atari Gamesreinforcement-learning | —Unverified | 0 |
| Learning to Constrain Policy Optimization with Virtual Trust Region | Apr 20, 2022 | Atari GamesPolicy Gradient Methods | —Unverified | 0 |
| Methodical Advice Collection and Reuse in Deep Reinforcement Learning | Apr 14, 2022 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| When Should We Prefer Offline Reinforcement Learning Over Behavioral Cloning? | Apr 12, 2022 | Atari GamesDiagnostic | —Unverified | 0 |
| Temporal Alignment for History Representation in Reinforcement Learning | Apr 7, 2022 | Atari Gamesreinforcement-learning | CodeCode Available | 0 |
| Mask Atari for Deep Reinforcement Learning as POMDP Benchmarks | Mar 31, 2022 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Learning Relational Rules from Rewards | Mar 25, 2022 | Atari Games | CodeCode Available | 0 |
| Lazy-MDPs: Towards Interpretable Reinforcement Learning by Learning When to Act | Mar 16, 2022 | Atari GamesDecision Making | —Unverified | 0 |
| Improving the Diversity of Bootstrapped DQN by Replacing Priors With Noise | Mar 2, 2022 | Atari GamesDiversity | —Unverified | 0 |
| On the Generalization of Representations in Reinforcement Learning | Mar 1, 2022 | Atari Gamesreinforcement-learning | CodeCode Available | 0 |
| A Unified Perspective on Value Backup and Exploration in Monte-Carlo Tree Search | Feb 11, 2022 | Atari GamesDecision Making | —Unverified | 0 |
| ExPoSe: Combining State-Based Exploration with Gradient-Based Online Search | Feb 3, 2022 | Atari GamesDecision Making | CodeCode Available | 0 |
| Distributional Reinforcement Learning with Regularized Wasserstein Loss | Feb 1, 2022 | Atari GamesDistributional Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning with Spiking Q-learning | Jan 21, 2022 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Exploration by Random Network Distillation | Jan 17, 2022 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Attention Option-Critic | Jan 7, 2022 | Atari GamesTransfer Learning | —Unverified | 0 |
| Execute Order 66: Targeted Data Poisoning for Reinforcement Learning | Jan 3, 2022 | Atari GamesData Poisoning | —Unverified | 0 |
| A Theoretical Understanding of Gradient Bias in Meta-Reinforcement Learning | Dec 31, 2021 | Atari GamesMeta Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning Policies Learn Shared Adversarial Features Across MDPs | Dec 16, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Conjugated Discrete Distributions for Distributional Reinforcement Learning | Dec 14, 2021 | Atari GamesDistributional Reinforcement Learning | CodeCode Available | 0 |
| Continual Learning In Environments With Polynomial Mixing Times | Dec 13, 2021 | Atari GamesContinual Learning | CodeCode Available | 0 |
| A Benchmark for Low-Switching-Cost Reinforcement Learning | Dec 13, 2021 | Atari Gamesreinforcement-learning | —Unverified | 0 |
| DR3: Value-Based Deep Reinforcement Learning Requires Explicit Regularization | Dec 9, 2021 | Atari GamesD4RL | —Unverified | 0 |
| A Review for Deep Reinforcement Learning in Atari:Benchmarks, Challenges, and Solutions | Dec 8, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Virtual Replay Cache | Dec 6, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Target Entropy Annealing for Discrete Soft Actor-Critic | Dec 6, 2021 | Atari GamesScheduling | —Unverified | 0 |
| Improving Experience Replay with Successor Representation | Nov 29, 2021 | Atari Games | —Unverified | 0 |
| GDI: Rethinking What Makes Reinforcement Learning Different from Supervised Learning | Nov 24, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| A Review for Deep Reinforcement Learning in Atari: Benchmarks, Challenges, and Solutions | Nov 24, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Improving Experience Replay through Modeling of Similar Transitions' Sets | Nov 12, 2021 | Atari Gamesreinforcement-learning | CodeCode Available | 0 |
| Effects of Different Optimization Formulations in Evolutionary Reinforcement Learning on Diverse Behavior Generation | Oct 15, 2021 | Atari GamesDiversity | —Unverified | 0 |
| The Benefits of Being Categorical Distributional: Uncertainty-aware Regularized Exploration in Reinforcement Learning | Oct 7, 2021 | Atari GamesAttribute | —Unverified | 0 |
