Games like Dyna-Q: Agents that can plan

About In this simulation, I train an agent to balance a ball that is launched onto a platform, avoiding the machinery below for 15 seconds. Despite the task appearing straightforward, it presents a couple of new challenges that haven't been in my previous agents. This agent uses Q-Learning with linear function approximation and  tile coding to handle the state space. You can take control of the pl… If you enjoyed this game, see our list of games similar to Balancing a ball: Ai.

This is the forth entry in my series of Unity for AI Education. Code is available for this and all other projects on my GitHub (username MLivanos), released under an MIT license.  Explore the inner workings of the Q-Learning algorithm for blackjack, a classic casino game where two players receive a hand of two cards and the goal is to get a value of 21 without going over. Aces count as either 1 or… If you enjoyed this game, see our list of games similar to Blackjack! For QLearning.

48%Game Brain Score

Most mentioned negative aspects:gameplay, story

48% User Score Based on 124 reviews

Blacksmith Legends is a RPG simulation strategy game where you inherit a small workshop and build your way up. Your job is to craft/modify your recipe's, manage your workshop/employees, become hero or villain with, compete against other blacksmith's in the Kingdom. Impress or dethrone your King! If you enjoyed this game, see our list of games similar to Blacksmith Legends.

About Tower Of Hanoi is a mathematical puzzle that involves moving a stack of disks from one peg to another, following certain rules. You can only move one disk at a time, and you can't place a larger disk on top of a smaller one. Your goal is to move the entire tower from the first peg to the middle peg, following the set rules. The Reinforcement Learning Agent If you click the "Agent solve" butt… If you enjoyed this game, see our list of games similar to Tower Of Hanoi - Ai.

91%Game Brain Score

Most mentioned positive aspects:story, gameplay

Most mentioned negative aspects:graphics, grinding

91% User Score Based on 188 reviews

You've been reincarnated as another world dark lord with the skill to be reborn again and again. Use experience from your past lives to choose the right paths to conquer everything. Features ✨What's in this game Play as an another world dark lord: Grow and absorb the mana around you. Devour everything you can to survive. Develop dark magic, create minions, or evolve into a powerful creature. … If you enjoyed this game, see our list of games similar to Reincarnated as a Dark Lord Before Taking Over the World with Power 999999999.

79%Game Brain Score

Most mentioned positive aspects:graphics, story

Most mentioned negative aspects:gameplay, grinding

79% User Score Based on 107 reviews

Might is Right is an old-school turn-based strategy game, it has simple controls and deep complex mechanics. If you enjoyed this game, see our list of games similar to Might is Right.

Introduction Nim is a strategic game where players take turns removing objects from distinct heaps, aiming to avoid taking the last object. The origins of the game can be traced back to ancient China, and it has been played in various forms for over two thousand years. In this version of Nim, there are three piles, each filled with a random number of tokens. On your turn, you have to remove one or… If you enjoyed this game, see our list of games similar to Nim -Ai.

About Face off against a reinforcement learning agent in this classic Flash game. Click on your bow and pull back to aim, release to fire. The first to hit their opponent three times wins. The Agent The agent sees its environment through a state, which includes the current wind conditions, the player's position, and the bow's current angle and power. It can choose from five actions: increasing or … If you enjoyed this game, see our list of games similar to Archery - Ai.

Three Kingdoms Club Manager Three Kingdoms Club Manager is a tactical roguelike with grid-based battles. You play as a Three Kingdoms commander, recruiting famous generals, building formations, and freely combining gear and skills to create endless tactical combinations on random battlefields. Core Gameplay Turn-based grid battles: Position wins the day; synergy and counters matter. Hero collectio… If you enjoyed this game, see our list of games similar to Three Kingdoms Club Manager.

75%Game Brain Score

Most mentioned positive aspects:gameplay, graphics

Most mentioned negative aspects:grinding, monetization

75% User Score Based on 395 reviews

World of Shooting lets you compete in realistic shooting sports matches, train tactically in ‘killhouses’, and collect your own armory from hundreds of historic and modern firearms! Currently, the game has over 120 firearms (up to 300 models total will be added), and 250+ accessories — scopes, red dot and laser sights, weapon lights, magazines, suppressors, ammunition, etc., all corresponding… If you enjoyed this game, see our list of games similar to World of Shooting.

82%Game Brain Score

Most mentioned positive aspects:gameplay, graphics

Most mentioned negative aspects:story, grinding

82% User Score Based on 696 reviews

Tiny Tactics is a Tower Defense game with a heavy focus on mazing, with mechanics inspired by the Auto Chess genre. Tiny Tactics is a love letter to those of us who enjoy focusing on mazing in a Tower Defense. You will be considering your enemy's path at all times while you try to upgrade your units by combining duplicates, getting the perfect class combinations, and placing the right units with … If you enjoyed this game, see our list of games similar to Tiny Tactics.

Dragon Map Maker is a new App in Early Access for creating grid-based battle maps for Tabletop Roleplaying games such as Dungeons and Dragons, Path Finder, Call of Cthulhu etc. It makes maps you can use on Virtual Tabletops like Roll20, FoundryVTT, FantasyGrounds and MapTools or you can print them yourself to use at your table. (Note: it’s not a Virtual Table Top). This is the Indie Commercial L… If you enjoyed this game, see our list of games similar to Dragon Map Maker.

Loosely inspired by tabletop RPGs, the game is guided by a friendly Game Master who narrates every step of your journey.  From basic game mechanics and gameplay tips to detailed explanations of the world and every card you discover, he covers it all! So when he starts talking, it might be a good idea to listen. Explore a world crafted entirely from cards and miniatures. Move the charact… If you enjoyed this game, see our list of games similar to Final Draw.

Welcome! Welcome to my Abstract Painter! It's  an  HTML5 interactive model that allows a user to explore diffusion of color. The interactive simulation is intended to be used by the individual student or learner who is attempting to further understand the concept. The  interactive is a NetLogo simulation built in NetTango which allow a user to manipulate an environment with block-based coding and … If you enjoyed this game, see our list of games similar to Programming an Abstract Painter.

You Deserve a Seat at the Table provides players with the right tools to excel in corporate environments. This 2D Puzzle game offers an exciting alternative to common dull approaches. Ordinary business concepts such as Critical Thinking and Problem Solving are taught through interactive mini-games. Working your way up the corporate ladder can be tough, but it doesn’t have to be! With You Des… If you enjoyed this game, see our list of games similar to You Deserve a Seat at the Table.

This is a 3D platform action-adventure game where a boy, swept into a dream by a black hole, wakes up in a dungeon castle, loses all his abilities, and grows by collecting items. Overcoming one challenge after another. Currently, there are three major chapters in the game: dungeon castles, deserts, and snow-capped mountains. The game contains over 30 traps and puzzle elements. Some levels cont… If you enjoyed this game, see our list of games similar to Ultimate super boy.

89%Game Brain Score

Most mentioned positive aspects:gameplay, music

Most mentioned negative aspects:grinding, story

89% User Score Based on 170 reviews

Dig deeper. Smelt more. Expand the network. The mine must grow.Idle Deepcore is an incremental mining game where every block you break brings you closer to an underground industrial empire. Start with your mouse. End up leading a network of automated mines plunging into the depths. From a pickaxe to an empireBreak your first blocks by hand. Extract raw ore. Smelt it into ingots. Reinvest. Then … If you enjoyed this game, see our list of games similar to Idle Deepcore.

76%Game Brain Score

Most mentioned positive aspects:music, gameplay

Most mentioned negative aspects:story, graphics

100% User Score Based on 27 reviews

Adventure is calling! Choose your Mission and a Captain, Crew and Ship. Take Actions to advance through their story cards. Actions boost your Action Speed for this run, and completing cards increases it permanently. Once your Action Speed is high enough you will complete Missions, permanently increasing your Maximum Morale. Keep an eye out for positive events that will make the game clock run q… If you enjoyed this game, see our list of games similar to Starcremental.

65%Game Brain Score

Most mentioned positive aspects:replayability, emotional

Most mentioned negative aspects:gameplay, stability

61% User Score Based on 228 reviews

Critic Score 85%Based on 1 reviews

The Most Hockey Ever! Franchise Hockey Manager 4 is the deepest, most authentic hockey strategy game available. FHM 4 is officially licensed by the NHL®, includes real 2017-18 rosters, packs even more features than any of its predecessors, and takes the series to a whole new level in terms of realism and gameplay. If you enjoyed this game, see our list of games similar to Franchise Hockey Manager 4.

62%Game Brain Score

Most mentioned positive aspects:story, graphics

Most mentioned negative aspects:grinding, optimization

62% User Score Based on 332 reviews

Eidolon is a game about exploring a mysterious landscape and uncovering the stories of the people who lived there once before. It is a game about history, curiosity, interconnectedness, and the slow and inevitable beauty of life. You will be dropped into the dreary and mystical Western Washington circa 2400 c.e. with little to guide your way. Awaiting you is a vast landscape filled with wildlife,… If you enjoyed this game, see our list of games similar to Eidolon.

67%Game Brain Score

Most mentioned positive aspects:music, humor

Most mentioned negative aspects:graphics, gameplay

65% User Score Based on 102 reviews

Critic Score 72%Based on 3 reviews

Deliver Zany Passengers While Dodging Mile-High Skyscrapers & Blabbermouth Pedestrians. If you enjoyed this game, see our list of games similar to MiLE HiGH TAXi.

70%Game Brain Score

Most mentioned positive aspects:music, graphics

Most mentioned negative aspects:gameplay, grinding

73% User Score Based on 56 reviews

Critic Score 57%Based on 2 reviews

Grab the Bottle is an unique, colorful & quirky game, in which you solve puzzles by stretching your infinite arm through the level, grabbing and pulling objects on the way. If you enjoyed this game, see our list of games similar to Grab the Bottle.

84%Game Brain Score

Most mentioned positive aspects:gameplay, graphics

Most mentioned negative aspects:grinding, replayability

84% User Score Based on 547 reviews

CrossCells is an ambient logic puzzle game. Use number clues to remove tiles and solve the puzzle. If you enjoyed this game, see our list of games similar to CrossCells.

87%Game Brain Score

Most mentioned positive aspects:gameplay, graphics

Most mentioned negative aspects:story

87% User Score Based on 124 reviews

Experience a Fast-Paced Roguelite Turn-Based Strategy game with a New Turn-Based Engine which will need you to plan early on and create strategies that would lead your army to victory. Create an army with different Characters and Leaders to choose from and explore this Roguelite world. If you enjoyed this game, see our list of games similar to Immortal Tactics: War of the Eternals.

39%Game Brain Score

Most mentioned positive aspects:gameplay

Most mentioned negative aspects:music, optimization

55% User Score Based on 22 reviews

Worlds Collide is a real-time strategy game.In the game of Worlds Collide, you will play as a king of your empire, to build a city, expand its territory, gather enough resources, set up more production lines, eventually form your army and conquer others. If you enjoyed this game, see our list of games similar to Worlds Collide.

74%Game Brain Score

Most mentioned positive aspects:gameplay, graphics

Most mentioned negative aspects:optimization

74% User Score Based on 76 reviews

Medievalien is a story-rich action rogue-like where a fantasy Medieval world has been invaded by Alien creatures. Use multiple characters, gather loot and manage your equipment to overcome ever harder challenges and unravel Medievalien's story and its secrets. If you enjoyed this game, see our list of games similar to Medievalien.

85%Game Brain Score

Most mentioned positive aspects:gameplay, story

Most mentioned negative aspects:grinding

85% User Score Based on 1,124 reviews

A unique mix of adventure and idle game. Plan and optimise your loops carefully and let the grind happen automatically. Explore this unique world, meet strange characters and escape the loop. A high-quality idle game that elevate the mechanics through an old school pixel-art adventure. If you enjoyed this game, see our list of games similar to Stuck In Time.

77%Game Brain Score

Most mentioned positive aspects:graphics, replayability

Most mentioned negative aspects:gameplay, story

77% User Score Based on 272 reviews

Since its release in 1998, this air traffic control game has established itself as a long seller, strongly supported by numerous users both inside and outside of aviation fandom. For the safe flight of aircraft, air traffic controllers play a vital role. We focus on the duties of these controllers in our game scenarios. To clear the stages, a player should issue directions as a tower controller fo… If you enjoyed this game, see our list of games similar to I am an Air Traffic Controller 4.

Brief Description: This iteration now includes setting time limits, adjusting target size, dynamic score tracking, and starting the game via a start button. It also retains animation-focused enhancements like choosing which animations to see via a dropdown, adjusting animation speed via slider, reversing animations, allowing for simultaneous animations, and toggling the visibility of UI elements f… If you enjoyed this game, see our list of games similar to IT201_Project04_Anthony_Rodier.

91%Game Brain Score

Most mentioned positive aspects:gameplay, story

Most mentioned negative aspects:grinding, optimization

91% User Score Based on 305 reviews

Card Survival: Fantasy Forest is a card-based deep survival simulator and the next installment in the Card Survival Series. Experience what life would be like in the primordial forests of old. Carve out a home in a world teeming with beasts, spirits and monsters - where humans have yet to find their place. Key Features: Simple but deep System: A deep and detailed survival simulator in a v… If you enjoyed this game, see our list of games similar to Card Survival: Fantasy Forest.

48%Game Brain Score

Most mentioned negative aspects:gameplay, stability

57% User Score Based on 35 reviews

Dive into the most advanced tennis management experience to date. Manage your academy, develop your staff and facilities, recruit the best players from the men's and women's circuits, both junior and pro, and lead them to the top! Forge the champions of tomorrow. The future of tennis is in your hands. If you enjoyed this game, see our list of games similar to Tennis Manager 25.

79%Game Brain Score

Most mentioned positive aspects:graphics

Most mentioned negative aspects:gameplay, stability

79% User Score Based on 53 reviews

While air traffic controllers are known for keeping airplanes safe in the sky they also ensure airplanes move safely on the ground. Do you have what it takes to move airplanes safely and arrive on time at the stand or runway? Airports around the worldTry controlling the ground movement of 10 different airports from around the world. The layout of each airport challenging in it's own way. Full air… If you enjoyed this game, see our list of games similar to ATC Ground Point.

58%Game Brain Score

Most mentioned negative aspects:gameplay, graphics

58% User Score Based on 72 reviews

In DevLife you start your career just before hitting 18. It's up to you to choose who you want to be - a graphic designer or maybe a programmer? Will it be a Website design or Mobile Applications? It is up to you to decide! And what if you chose wrong? Well... You will have to live with that! If you enjoyed this game, see our list of games similar to DevLife.

65%Game Brain Score

Most mentioned positive aspects:story, humor

Most mentioned negative aspects:gameplay, stability

65% User Score Based on 158 reviews

Take on the character of an aircraft accident inspector and explain the causes of crashes. Travel to the crash sites, where you will have to: * Secure the Crash Site * gather Evidence * create photographic documentation Having collected the evidence, go to the hangar and solve the puzzle: * inspect the aeroplane parts * iinterview witnesses * reconstruct the wreckage * … If you enjoyed this game, see our list of games similar to Plane Accident.

88%Game Brain Score

Most mentioned positive aspects:story, gameplay

Most mentioned negative aspects:stability, grinding

88% User Score Based on 418 reviews

Carefully plan your team's tactics in close quarters battles. Use the timeline to synchronize each door breach, grenade throw and room entry with precision. Watch your team execute your plan autonomously in epic cinematic replays. Take on challenging roguelike campaigns or standalone missions. If you enjoyed this game, see our list of games similar to No Plan B.

83%Game Brain Score

Most mentioned positive aspects:gameplay, graphics

Most mentioned negative aspects:story

83% User Score Based on 72 reviews

A roguelite deckbuilding card game that demands tactics and switching in battle. Unlock and pick your divine battle team, develop your very own strategy and deck builds, preview levels and choose your path, and survive mythological bosses to defeat Azathoth in each playthrough. If you enjoyed this game, see our list of games similar to Cardnarok: Raid with Gods.

79%Game Brain Score

Most mentioned positive aspects:humor, music

Most mentioned negative aspects:gameplay, story

100% User Score Based on 30 reviews

Quarterstaff is a patient yet challenging turn-based action strategy game that you can play for long stretches of time or in short bursts. Control the powerful and mysterious wizard Kalresh as you fight to liberate the realm from an ambitious and ruthless tyrant, using a myriad of graceful acrobatics and powerful spells to endure and defeat waves of opponents! Encounters take place on tile… If you enjoyed this game, see our list of games similar to Quarterstaff.

79%Game Brain Score

Most mentioned positive aspects:graphics, gameplay

Most mentioned negative aspects:story, atmosphere

79% User Score Based on 173 reviews

Please Fix The Road is a colorful, minimalistic, laid-back and casual puzzle game in which it's probably not hard to guess... you're fixing roads! In each level you have a specific limited set of tools that will help you get all the cars, boats, trains or animals from their point A to point B. The mentioned animals include, of course, kittens, dogs and... pink llamas! You are able to manipulate mu… If you enjoyed this game, see our list of games similar to Please Fix The Road.

85%Game Brain Score

Most mentioned positive aspects:gameplay, replayability

Most mentioned negative aspects:story, stability

85% User Score Based on 340 reviews

You play as a scientist who is shrinking every second in a race against time! Find all the ingredients and formulas scattered around the laboratory, which are necessary for producing the life-saving antidote. If you enjoyed this game, see our list of games similar to Size Matters.

Plasmatic is a virtual, utopian space into which our society has voluntarily moved. We wake up from it unexpectedly. Our goal is to repair the main simulation core of Plasmatic. The continuation of life lived in it before will not be possible without the reparation. We are helped to achieve the goal by the Plasmatic's artificial intelligence called SPIRIT. During the game we slowly get to know the… If you enjoyed this game, see our list of games similar to PLASMATIC VR.

Sky Tale is a cute city building game about creating lovely islands using various tiles and buildings. Sky Tale provides you challenging and yet relaxing experience. You can try to set new highscore by carefully planning all your moves and building up strong economy or you can simply explore colorful biomes and build settlements, villages or even towns. If you enjoyed this game, see our list of games similar to Sky Tale.

58%Game Brain Score

Most mentioned positive aspects:graphics, music

Most mentioned negative aspects:gameplay, story

65% User Score Based on 40 reviews

Guards of the Gate is a rogue-like RPG game with turn based battles on hexagonal fields. You control a team of heroes aka Guards of the Gate, who are trying to save the world from the evil Dragon Lord. If you enjoyed this game, see our list of games similar to Guards of the Gate.

26%Game Brain Score

Most mentioned negative aspects:gameplay, story

26% User Score Based on 184 reviews

Face the challenges of conquering space in Age of Space: Colonization. Become the head of a huge corporation in a unique tycoon-style game and learn the secrets of the greatest minds on our planet working towards freeing mankind from the confines of Earth. If you enjoyed this game, see our list of games similar to Space Company Simulator.

90%Game Brain Score

Most mentioned positive aspects:gameplay, graphics

Most mentioned negative aspects:story

96% User Score Based on 45 reviews

A puzzle game about helping pirate ships accomplish their pirate goals. If you enjoyed this game, see our list of games similar to Konkan Coast Pirate Solutions.

TURN-BASED STRATEGY OF THE NEW GENERATION In this game, strategic decisions are more important than reflexes. You will find exciting single and multiplayer modes, as well as earning levels and rewards. Play in strategic standard mode, quick mode, and also in pairs mode with a friend. The main goal of the game is to stay alive longer than your opponent. A huge list of creatures, heroes, artifacts,… If you enjoyed this game, see our list of games similar to With The Fire And Sword.

Please Note - The game has updated - the manual is currently being updated. However, the in-game manual is up-to-date in the meanwhile. Please refer to that for all queries. Story Description Double Crossroads is a game about two assassins hunting each other. They are getting directions from you - and you want them both dead. Hence, you are feeding them the same instruction - trying to get th… If you enjoyed this game, see our list of games similar to Double Crossroads.

Step into the ultimate public transport experience with City Transport Simulator: Gold Edition! Drive, manage, and expand your very own transport company in the most immersive bus & tram simulation yet. Build routes, grow your network, and explore a detailed European-inspired city like never before. Drive like a pro with: - Precise real-world physics - Authentic engine & ambient sounds - Interact… If you enjoyed this game, see our list of games similar to City Transport Simulator: Bus + Tram.

About The Cart-Pole environment is a classic testbed in reinforcement learning, where the objective is to balance a pole on a moving cart. The challenge involves controlling the cart's movement to prevent the pole from falling over. How to play When the game starts you will be in control of the cart. Your task is to balance the pole for 30 seconds by pressing A and D to move left and right. If you… If you enjoyed this game, see our list of games similar to Cart Pole - Ai.

52%Game Brain Score

Most mentioned positive aspects:music

Most mentioned negative aspects:graphics, gameplay

75% User Score Based on 20 reviews

Combine And Conquer is a multiplanetary automation game.   Build and optimize factories, colonize planets, transfer resources via spaceships between your planets.   Combine And Conquer allows you to easily plan, generate and re-use building blocks for your factory.     There's a free demo that offers everything the full version does except for being able to load savegames.  Note that Combine And … If you enjoyed this game, see our list of games similar to Factor Y.