| Approximate Shielding of Atari Agents for Safe Exploration | Apr 21, 2023 | Atari GamesSafe Exploration | —Unverified | 0 |
| Loss of Plasticity in Continual Deep Reinforcement Learning | Mar 13, 2023 | Atari GamesContinual Learning | —Unverified | 0 |
| Unsupervised Representation Learning in Partially Observable Atari Games | Mar 13, 2023 | Atari GamesRepresentation Learning | CodeCode Available | 0 |
| Double A3C: Deep Reinforcement Learning on OpenAI Gym Games | Mar 4, 2023 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| How To Guide Your Learner: Imitation Learning with Active Adaptive Expert Involvement | Mar 3, 2023 | Atari GamesImitation Learning | CodeCode Available | 1 |
| Understanding plasticity in neural networks | Mar 2, 2023 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Self-supervised network distillation: an effective approach to exploration in sparse reward environments | Feb 22, 2023 | Atari GamesDecision Making | CodeCode Available | 0 |
| Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manuals | Feb 9, 2023 | Atari Games | —Unverified | 0 |
| Enabling surrogate-assisted evolutionary reinforcement learning via policy embedding | Jan 31, 2023 | Atari GamesEvolutionary Algorithms | —Unverified | 0 |
| Revisiting Bellman Errors for Offline Model Selection | Jan 31, 2023 | Atari Gamesmodel | CodeCode Available | 0 |
| Generalized Munchausen Reinforcement Learning using Tsallis KL Divergence | Jan 27, 2023 | Atari Gamesreinforcement-learning | —Unverified | 0 |
| Scalable Real-Time Recurrent Learning Using Columnar-Constructive Networks | Jan 20, 2023 | Atari Games | CodeCode Available | 0 |
| Multi-compartment Neuron and Population Encoding Powered Spiking Neural Network for Deep Distributional Reinforcement Learning | Jan 18, 2023 | Atari GamesDistributional Reinforcement Learning | —Unverified | 0 |
| Learning to Perceive in Deep Model-Free Reinforcement Learning | Jan 10, 2023 | Atari GamesHard Attention | CodeCode Available | 0 |
| Local-Guided Global: Paired Similarity Representation for Visual Reinforcement Learning | Jan 1, 2023 | Atari Gamesreinforcement-learning | —Unverified | 0 |
| 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 |
| Redeeming Intrinsic Rewards via Constrained Optimization | Nov 14, 2022 | Atari GamesMontezuma's Revenge | CodeCode Available | 1 |
| 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 |
| WILD-SCAV: Benchmarking FPS Gaming AI on Unity3D-based Environments | Oct 14, 2022 | Atari GamesBenchmarking | CodeCode Available | 1 |
| Harfang3D Dog-Fight Sandbox: A Reinforcement Learning Research Platform for the Customized Control Tasks of Fighter Aircrafts | Oct 13, 2022 | Atari GamesDecision Making | CodeCode Available | 2 |
| Atari-5: Distilling the Arcade Learning Environment down to Five Games | Oct 5, 2022 | Atari Games | CodeCode Available | 1 |
| 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 |
| Revisiting Discrete Soft Actor-Critic | Sep 21, 2022 | Atari GamesQ-Learning | CodeCode Available | 1 |
| Deep Q-Network for AI Soccer | Sep 20, 2022 | Atari Gamesreinforcement-learning | —Unverified | 0 |
| MAN: Multi-Action Networks Learning | Sep 19, 2022 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| 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 |
| A Deep Reinforcement Learning Approach for Finding Non-Exploitable Strategies in Two-Player Atari Games | Jul 18, 2022 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| 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 |
| Sampling Efficient Deep Reinforcement Learning through Preference-Guided Stochastic Exploration | Jun 20, 2022 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| DNA: Proximal Policy Optimization with a Dual Network Architecture | Jun 20, 2022 | Atari GamesReinforcement Learning (RL) | CodeCode Available | 1 |
| MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge | Jun 17, 2022 | Atari GamesMinecraft | CodeCode Available | 4 |
| IGN : Implicit Generative Networks | Jun 13, 2022 | Atari GamesDistributional Reinforcement Learning | CodeCode Available | 0 |
| Deep Hierarchical Planning from Pixels | Jun 8, 2022 | Atari GamesHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Generalized Data Distribution Iteration | Jun 7, 2022 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress | Jun 3, 2022 | Atari GamesHumanoid Control | CodeCode Available | 1 |
| 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 |
